Publications

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deep learning, neural networks natural language processing, computational linguistics
big data, large-scale data processing evaluation issues and methodology
Twitter, real-time search and filtering information seeking, user interaction, visualization
information retrieval medical and biomedical informatics
question answering, document summarization computational social science, digital humanities

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                     2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010
2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000
1999 | 1998

2017

315.Jimmy Lin. The Lambda and the Kappa. IEEE Internet Computing, 21(5):60-66, 2017.
314.Jinfeng Rao, Ferhan Ture, Hua He, Oliver Jojic, and Jimmy Lin. Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. Proceedings of 26th International Conference on Information and Knowledge Management (CIKM 2017), November 2017, Singapore.
313.Gaurav Baruah, Richard McCreadie, and Jimmy Lin. A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries. Proceedings of 26th International Conference on Information and Knowledge Management (CIKM 2017), November 2017, Singapore.
312.Jinfeng Rao, Ferhan Ture, Xing Niu, and Jimmy Lin. Mining the Temporal Statistics of Query Terms for Searching Social Media Posts. Proceedings of the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), October 2017, Amsterdam, The Netherlands.
311.Gaurav Baruah and Jimmy Lin. The Pareto Frontier of Utility Models as a Framework for Evaluating Push Notification Systems. Proceedings of the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), October 2017, Amsterdam, The Netherlands.
310.Matt Crane and Jimmy Lin. An Exploration of Serverless Architectures for Information Retrieval. Proceedings of the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), October 2017, Amsterdam, The Netherlands.
309.Salman Mohammed, Matt Crane, and Jimmy Lin. Quantization in Append-Only Collections. Proceedings of the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), October 2017, Amsterdam, The Netherlands.
308.Siddhartha Sahu, Amine Mhedhbi, Semih Salihoglu, Jimmy Lin, M. Tamer Özsu. The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing: A User Survey. arXiv:1709.03188, September 2017.
307.Hua He, Kris Ganjam, Navendu Jain, Jessica Lundin, Ryen White, and Jimmy Lin. An Insight Extraction System on BioMedical Literature with Deep Neural Networks. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), pages 2681-2691, September 2017, Copenhagen, Denmark.
306.Kareem El Gebaly, Lukasz Golab, and Jimmy Lin. Portable In-Browser Data Cube Exploration. Proceedings of the KDD 2017 Workshop on Interactive Data Exploration and Analytics (IDEA), pages 35-39, August 2017, Halifax, Nova Scotia, Canada.
305.Zhucheng Tu, Matt Crane, Royal Sequiera, Junchen Zhang, and Jimmy Lin. An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures. Proceedings of the SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17), August 2017, Tokyo, Japan. (Published as arXiv:1707.08275)
304.Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, and Jimmy Lin. Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering. Proceedings of the SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17), August 2017, Tokyo, Japan. (Published as arXiv:1707.07804)
303.Jinfeng Rao, Hua He, Haotian Zhang, Ferhan Ture, Royal Sequiera, Salman Mohammed, and Jimmy Lin. Integrating Lexical and Temporal Signals in Neural Ranking Models for Social Media Search. Proceedings of the SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17), August 2017, Tokyo, Japan. (Published as arXiv:1707.07792)
302.Adam Roegiest, Luchen Tan, and Jimmy Lin. Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 415-424, August 2017, Tokyo, Japan.
301.Luchen Tan, Gaurav Baruah, and Jimmy Lin. On the Reusability of "Living Labs" Test Collections: A Case Study of Real-Time Summarization. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 793-796, August 2017, Tokyo, Japan.
300.Haotian Zhang, Jinfeng Rao, Jimmy Lin, and Mark D. Smucker. Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 797-800, August 2017, Tokyo, Japan.
299.Jinfeng Rao, Hua He, and Jimmy Lin. Experiments with Convolutional Neural Network Models for Answer Selection. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 1217-1220, August 2017, Tokyo, Japan.
298.Royal Sequiera and Jimmy Lin. Finally, a Downloadable Test Collection of Tweets. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), page 1225-1228, August 2017, Tokyo, Japan.
297.Peilin Yang, Hui Fang, and Jimmy Lin. Anserini: Enabling the Use of Lucene for Information Retrieval Research. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 1253-1256, August 2017, Tokyo, Japan.
296.Nimesh Ghelani, Salman Mohammed, Shine Wang, and Jimmy Lin. Event Detection on Curated Tweet Streams. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 1325-1328, August 2017, Tokyo, Japan.
295.Leif Azzopardi, Matt Crane, Hui Fang, Grant Ingersoll, Jimmy Lin, Yashar Moshfeghi, Harrisen Scells, Peilin Yang, and Guido Zuccon. The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017. Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), pages 1429-1430, August 2017, Tokyo, Japan.
294.Amy Wickner, Katie Shilton, Doug Oard, and Jimmy Lin. Protecting Secrets in Email: Archival Views on Challenges and Opportunities. PC4DS: The First International Workshop on Privacy-sensitive Collections for Digital Scholarship, August 2017, Montreal, Quebec, Canada.
293.Jimmy Lin, Ian Milligan, Jeremy Wiebe, and Alice Zhou. Warcbase: Scalable Analytics Infrastructure for Exploring Web Archives. ACM Journal on Computing and Cultural Heritage, 10(4), Article 22, 2017.
292.Ziquan Wang, Borui Lin, Ian Milligan, and Jimmy Lin. Topic Shifts Between Two US Presidential Administrations. JCDL 2017 Workshop on Web Archiving and Digital Libraries, June 2017, Toronto, Ontario, Canada.
291.Jimmy Lin and Andrew Trotman. The Role of Index Compression in Score-at-a-Time Query Evaluation. Information Retrieval, 20(3):199-220, 2017.
290.Jimmy Lin. In Defense of MapReduce. IEEE Internet Computing, 21(3):94-98, 2017.
289.Jinfeng Rao, Ferhan Ture, Hua He, Oliver Jojic, Jimmy Lin. Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks. arXiv:1705.04892, April 2017.
288.Kareem El Gebaly and Jimmy Lin. In-Browser Interactive SQL Analytics with Afterburner. Proceedings of the 2017 ACM SIGMOD International Conference on Management of Data (SIGMOD 2017), pages 1623-1626, May 2017, Chicago, Illinois.
287.Anil Pacaci, Alice Zhou, Jimmy Lin, M. Tamer Özsu. Do We Need Specialized Graph Databases? Benchmarking Real-Time Social Networking Applications. Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems (GRADES'17), Article 12, May 2017, Chicago, Illinois.
286.Salman Mohammed, Nimesh Ghelani, and Jimmy Lin. Distant Supervision for Topic Classification of Tweets in Curated Streams. arXiv:1704.06726, April 2017.
285.Joel Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, and Jimmy Lin. Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems. arXiv:1704.03970, April 2017.
284.Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, and Adam Roegiest. Ten Blue Links on Mars. Proceedings of the 26th International World Wide Web Conference (WWW 2017), pages 273-281, April 2017, Perth, Australia.
283.Yulu Wang and Jimmy Lin. Partitioning and Segment Organization Strategies for Real-Time Selective Search on Document Streams. Proceedings of the Tenth ACM International Conference on Web Search and Data Mining (WSDM 2017), pages 221-230, February 2017, Cambridge, United Kingdom.
282.Matt Crane, J. Shane Culpepper, Jimmy Lin, Joel Mackenzie, Andrew Trotman. A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation. Proceedings of the Tenth ACM International Conference on Web Search and Data Mining (WSDM 2017), pages 201-210, February 2017, Cambridge, United Kingdom.

2016

281.Andrew Trotman and Jimmy Lin. In Vacuo and In Situ Evaluation of SIMD Codecs. Proceedings of the 21st Australasian Document Computing Symposium (ADCS 2016), pages 1-8, November 2016, Melbourne, Australia.
280.J. Shane Culpepper, Charles L. A. Clarke and Jimmy Lin. Dynamic Cutoff Prediction in Multi-Stage Retrieval Systems. Proceedings of the 21st Australasian Document Computing Symposium (ADCS 2016), pages 17-24, November 2016, Melbourne, Australia.
279.Jimmy Lin, Adam Roegiest, Luchen Tan, Richard McCreadie, Ellen Voorhees, and Fernando Diaz. Overview of the TREC 2016 Real-Time Summarization Track. Proceedings of the Twenty-Fifth Text REtrieval Conference (TREC 2016), November 2016, Gaithersburg, Maryland.
278.Jinfeng Rao, Hua He, and Jimmy Lin. Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks. Proceedings of 25th International Conference on Information and Knowledge Management (CIKM 2016), pages 1913-1916, October 2016, Indianapolis, Indiana.
277.Gaurav Baruah, Haotian Zhang, Rakesh Guttikonda, Jimmy Lin, Mark D. Smucker, and Olga Vechtomova. Optimizing Nugget Annotations with Active Learning. Proceedings of 25th International Conference on Information and Knowledge Management (CIKM 2016), pages 2359-2364, October 2016, Indianapolis, Indiana.
276.Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, and Adam Roegiest. Ten Blue Links on Mars. arXiv:1610.06468, October 2016.
275.Jimmy Lin, Zhucheng Tu, Michael Rose, and Patrick White. Prizm: A Wireless Access Point for Proxy-Based Web Lifelogging. Proceedings of the First Workshop on Lifelogging Tools and Applications (LTA 2016), pages 19-25, October 2016, Amsterdam, The Netherlands.
274.J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin. Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems. arXiv:1610.02502, October 2016.
273.Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin, and Adam Roegiest. Total Recall: Blue Sky on Mars. Proceedings of the 2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), pages 45-48, September 2016, Newark, Delaware.
272.Jiaul H. Paik and Jimmy Lin. Retrievability in API-Based "Evaluation as a Service". Proceedings of the 2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), pages 91-94, September 2016, Newark, Delaware.
271.Ahmed Elbagoury, Matt Crane, and Jimmy Lin. Rank-at-a-Time Query Processing. Proceedings of the 2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), pages 229-232, September 2016, Newark, Delaware.
270.Jinfeng Rao and Jimmy Lin. Temporal Query Expansion Using a Continuous Hidden Markov Model. Proceedings of the 2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), pages 295-298, September 2016, Newark, Delaware.
269.Jimmy Lin and Kareem El Gebaly. The Future of Big Data Is... JavaScript? IEEE Internet Computing, 20(5):82-88, 2016.
268.Aneesh Sharma, Jerry Jiang, Praveen Bommannavar, Brian Larson, and Jimmy Lin. GraphJet: Real-Time Content Recommendations at Twitter. Proceedings of the VLDB Endowment, 9(13):1281-1292, 2016.
267.Ahmed El-Roby, Khaled Ammar, Ashraf Aboulnaga, and Jimmy Lin. Sapphire: Querying RDF Data Made Simple. Proceedings of the VLDB Endowment, 9(13):1481-1484, 2016.
266.Xin Qian, Jimmy Lin, and Adam Roegiest. Interleaved Evaluation for Retrospective Summarization and Prospective Notification on Document Streams. Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pages 175-184, July 2016, Pisa, Italy.
265.Luchen Tan, Adam Roegiest, Jimmy Lin, and Charles L. A. Clarke. An Exploration of Evaluation Metrics for Mobile Push Notifications. Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pages 741-744, July 2016, Pisa, Italy.
264.Cody Buntain and Jimmy Lin. Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time. Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pages 777-780, July 2016, Pisa, Italy.
263.Haotian Zhang, Jimmy Lin, Gordon V. Cormack, and Mark D. Smucker. Sampling Strategies and Active Learning for Volume Estimation. Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pages 981-984, July 2016, Pisa, Italy.
262.Luchen Tan, Adam Roegiest, Charles L. A. Clarke, and Jimmy Lin. Simple Dynamic Emission Strategies for Microblog Filtering. Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pages 1009-1012, July 2016, Pisa, Italy.
261.Adam Roegiest, Luchen Tan, Jimmy Lin, and Charles L. A. Clarke. A Platform for Streaming Push Notifications to Mobile Assessors. Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pages 1077-1080, July 2016, Pisa, Italy.
260.Ian Milligan, Jimmy Lin, Jeremy Wiebe, and Alice Zhou. Exploring and Discovering Archive-It Collections with Warcbase. Digital Humanities 2016, July 2016, Krakow, Poland.
259.Andrew Jackson, Jimmy Lin, Ian Milligan, and Nick Ruest. Desiderata for Exploratory Search Interfaces to Web Archives in Support of Scholarly Activities. Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2016), pages 103-106, June 2016, Newark, New Jersey.
258.Ian Milligan, Nick Ruest, and Jimmy Lin. Content Selection and Curation for Web Archiving: The Gatekeepers vs. the Masses. Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2016), pages 107-110, June 2016, Newark, New Jersey.
257.Hua He, John Wieting, Kevin Gimpel, Jinfeng Rao, and Jimmy Lin. UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement. Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), pages 662-667, June 2016, San Diego, California.
256.Hua He and Jimmy Lin. Pairwise Word Interaction Modeling with Neural Networks for Semantic Similarity Measurement. Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2016), pages 937-948, June 2016, San Diego, California.
255.Luchen Tan, Jimmy Lin, Adam Roegiest, and Charles L. A. Clarke. The Effects of Latency Penalties in Evaluating Push Notification Systems. arXiv:1606.03066, May 2016.
254.Douglas Oard, Katie Shilton, and Jimmy Lin. Evaluating Search Among Secrets. Proceedings of the 7th International Workshop on Evaluating Information Access (EVIA 2016), pages 21-24, June 2016, Tokyo, Japan.
253.Kareem El Gebaly and Jimmy Lin. Afterburner: The Case for In-Browser Analytics. arXiv:1605.04035, May 2016.
252.Praveen Bommannavar, Jimmy Lin, and Anand Rajaraman. Estimating Topical Volume in Social Media Streams. Proceedings of the 31st ACM Symposium on Applied Computing (SAC 2016), pages 1096-1101, April 2016, Pisa, Italy.
251.Abdul Quamar, Amol Deshpande, and Jimmy Lin. NScale: Neighborhood-Centric Large-Scale Graph Analytics in the Cloud. The VLDB Journal, 25(2):125-150, 2016.
250.Jimmy Lin, Matt Crane, Andrew Trotman, Jamie Callan, Ishan Chattopadhyaya, John Foley, Grant Ingersoll, Craig Macdonald, Sebastiano Vigna. Toward Reproducible Baselines: The Open-Source IR Reproducibility Challenge. Proceedings of the 38th European Conference on Information Retrieval (ECIR 2016), pages 408-420, March 2016, Padua, Italy.
249.Jinfeng Rao, Xing Niu, and Jimmy Lin. Compressing and Decoding Term Statistics Time Series. Proceedings of the 38th European Conference on Information Retrieval (ECIR 2016), pages 675-681, March 2016, Padua, Italy.
248.Jimmy Lin, Charles L.A. Clarke, and Gaurav Baruah. Searching from Mars. IEEE Internet Computing, 20(1):78-82, 2016.
247.Cody Buntain, Jimmy Lin, and Jennifer Golbeck. Discovering Key Moments in Social Media Streams. Proceedings of the 13th Annual IEEE Consumer Communications & Networking Conference (CCNC 2016), pages 373-381, January 2016, Las Vegas, Nevada.

2015

246.Allan Hanbury, Henning Müller, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Ivan Eggel, Tim Gollub, Frank Hopfgartner, Jayashree Kalpathy-Cramer, Noriko Kando, Anastasia Krithara, Jimmy Lin, Simon Mercer, Martin Potthast. Evaluation-as-a-Service: Overview and Outlook. arXiv:1512.07454, December 2015.
245.Jaime Arguello, Matt Crane, Fernando Diaz, Jimmy Lin, Andrew Trotman. Report on the SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR). SIGIR Forum, 49(2):107-116, 2015.
244.Cody Buntain and Jimmy Lin. Burst Detection in Social Media Streams for Tracking Interest Profiles in Real Time. Proceedings of the Twenty-Fourth Text REtrieval Conference (TREC 2015), November 2015, Gaithersburg, Maryland.
243.Jimmy Lin, Miles Efron, Yulu Wang, Garrick Sherman, and Ellen Voorhees. Overview of the TREC-2015 Microblog Track. Proceedings of the Twenty-Fourth Text REtrieval Conference (TREC 2015), November 2015, Gaithersburg, Maryland.
242.Jimmy Lin and Andrew Trotman. Anytime Ranking for Impact-Ordered Indexes. Proceedings of the ACM International Conference on the Theory of Information Retrieval (ICTIR 2015), pages 301-304, September 2015, Northampton, Massachusetts.
241.Jimmy Lin. Building a Self-Contained Search Engine in the Browser. Proceedings of the ACM International Conference on the Theory of Information Retrieval (ICTIR 2015), pages 309-312, September 2015, Northampton, Massachusetts.
240.Yulu Wang and Jimmy Lin. The Feasibility of Brute Force Scans for Real-Time Tweet Search. Proceedings of the ACM International Conference on the Theory of Information Retrieval (ICTIR 2015), pages 321-324, September 2015, Northampton, Massachusetts.
239.Hua He, Kevin Gimpel, and Jimmy Lin. Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015), pages 1576-1586, September 2015, Lisbon, Portugal.
238.Jimmy Lin. Is Big Data a Transient Problem? IEEE Internet Computing, 19(5):86-90, 2015.
237.Dean F. Sittig, Allison B. McCoy, Adam Wright, and Jimmy Lin. Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics. Proceedings of the 14th World Congress on Medical and Health Informatics, page 1004, August 2015, São Paulo, Brazil.
236.Jiaul H. Paik and Jimmy Lin. Do Multiple Listeners to the Public Twitter Sample Stream Receive the Same Tweets? Proceedings of the SIGIR 2015 Workshop on Temporal, Social and Spatially-Aware Information Access, August 2015, Santiago, Chile.
235.Yulu Wang, Garrick Sherman, Jimmy Lin, and Miles Efron. Assessor Differences and User Preferences in Tweet Timeline Generation. Proceedings of the 38th Annual International ACM Conference on Research and Development in Information Retrieval (SIGIR 2015), pages 615-624, August 2015, Santiago, Chile.
234.Jaime Arguello, Fernando Diaz, Jimmy Lin, and Andrew Trotman. SIGIR 2015 Workshop on Reproducibility, Inexplicability, and Generalizability of Results (RIGOR). Proceedings of the 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015), pages 1147-1148, August 2015, Santiago, Chile.
233.Cody Buntain, Jimmy Lin, and Jennifer Golbeck. Learning to Discover Key Moments in Social Media Streams. arXiv:1508.00488, August 2015. (See revised version, published in CCNC 2016)
232.Sarah Weissman, Samet Ayhan, Joshua Bradley, and Jimmy Lin. Identifying Duplicate and Contradictory Information in Wikipedia. Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2015), pages 57-60, June 2015, Knoxville, Tennessee.
231.Jimmy Lin. The Sum of All Human Knowledge in Your Pocket: Full-Text Searchable Wikipedia on a Raspberry Pi. Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2015), pages 85-86, June 2015, Knoxville, Tennessee.
230.Frank Hopfgartner, Allan Hanbury, Henning Müller, Noriko Kando, Simon Mercer, Jayashree Kalpathy-Cramer, Martin Potthast, Tim Gollub, Anastasia Krithara, Jimmy Lin, Krisztian Balog, and Ivan Eggel. Report on the Evaluation-as-a-Service (EaaS) Expert Workshop. SIGIR Forum, 49(1):57-65, 2015.
229.Jimmy Lin. Scaling Down Distributed Infrastructure on Wimpy Machines for Personal Web Archiving. Proceedings of the 24th International World Wide Web Conference Companion (WWW 2015), pages 1351-1355, May 2015, Florence, Italy. (Temporal Web Analytics Workshop 2015)
228.Jimmy Lin. On Building Better Mousetraps and Understanding the Human Condition: Reflections on Big Data in the Social Sciences. The Annals of the American Academy of Political and Social Science, 659(1):33-47, May 2015.
227.Jinfeng Rao, Jimmy Lin, and Miles Efron. Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search. Proceedings of the 37th European Conference on Information Retrieval (ECIR 2015), pages 755-767, March 2015, Vienna, Austria.
226.Hua He, Jimmy Lin, and Adam Lopez. Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars. Transactions of the Association for Computational Linguistics, 3:87-100, 2015.

2014

225.Jimmy Lin, Miles Efron, Yulu Wang, and Garrick Sherman. Overview of the TREC-2014 Microblog Track. Proceedings of the Twenty-Third Text REtrieval Conference (TREC 2014), November 2014, Gaithersburg, Maryland.
224.Krist Wongsuphasawat and Jimmy Lin. Using Visualizations to Monitor Changes and Harvest Insights from a Global-Scale Logging Infrastructure at Twitter. Proceedings of the 2014 IEEE Conference on Visual Analytics Science and Technology (VAST 2014), pages 113-122, November 2014, Paris, France.
223.Jinfeng Rao, Jimmy Lin, and Hanan Samet. Partitioning Strategies for Spatio-Textual Similarity Join. Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial '14), pages 40-49, November 2014, Dallas, Texas.
222.Jimmy Lin, Jian Pei, Xiaohua Hu, Wo Chang, Raghunath Nambiar, Charu Aggarwal, Nick Cercone, Vasant Honavar, Jun Huan, Bamshad Mobasher, and Saumyadipta Pyne (editors). Proceedings of the 2014 IEEE International Conference on Big Data. New Jersey: IEEE Press, 2014.
221.Jimmy Lin. On the Feasibility and Implications of Self-Contained Search Engines in the Browser. arXiv:1410.4500, October 2014. (See revised version, published in ICTIR 2015)
220.Ferhan Ture and Jimmy Lin. Exploiting Representations from Statistical Machine Translation for Cross-Language Information Retrieval. ACM Transactions on Information Systems, 32(4), Article 19, 2014.
219.Nima Asadi, Jimmy Lin, and Arjen P. de Vries. Runtime Optimizations for Tree-Based Machine Learning Models. IEEE Transactions on Knowledge and Data Engineering, 26(9):2281-2292, 2014.
218.Gebrekirstos G. Gebremeskel, Jiyin He, Arjen P. de Vries, and Jimmy Lin. Cumulative Citation Recommendation: A Feature-aware Comparisons of Approaches. Proceedings of the 11th International Workshop on Text-based Information Retrieval at DEXA 2014, September 2014, Munich, Germany.
217.Pankaj Gupta, Venu Satuluri, Ajeet Grewal, Siva Gurumurthy, Volodymyr Zhabiuk, Quannan Li, and Jimmy Lin. Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs. Proceedings of the VLDB Endowment, 7(13):1379-1380, 2014.
216.Oscar Boykin, Sam Ritchie, Ian O'Connell, and Jimmy Lin. Summingbird: A Framework for Integrating Batch and Online MapReduce Computations. Proceedings of the VLDB Endowment, 7(13):1441-1451, 2014. [Slides (PDF)]
215.Abdul Quamar, Amol Deshpande, and Jimmy Lin. NScale: Neighborhood-centric Analytics on Large Graphs. Proceedings of the VLDB Endowment, 7(13):1673-1676, 2014.
214.Miles Efron, Jimmy Lin, Jiyin He, and Arjen de Vries. Temporal Feedback for Tweet Search with Non-Parametric Density Estimation. Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014), pages 33-42, July 2014, Gold Coast, Australia.
213.Hannes Mühleisen, Thaer Samar, Jimmy Lin, and Arjen de Vries. Old Dogs Are Great at New Tricks: Column Stores for IR Prototyping. Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014), pages 863-866, July 2014, Gold Coast, Australia.
212.Ellen M. Voorhees, Jimmy Lin, and Miles Efron. On Run Diversity in "Evaluation as a Service". Proceedings of the 37th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014), pages 959-962, July 2014, Gold Coast, Australia.
211.Jimmy Lin, Kari Kraus, and Ricardo Punzalan. Supporting "Distant Reading" for Web Archives. Digital Humanities 2014, pages 239-241, July 2014, Lausanne, Switzerland.
210.Sarah Weissman, Samet Ayhan, Joshua Bradley, and Jimmy Lin. Identifying Duplicate and Contradictory Information in Wikipedia. arXiv:1406.1143, June 2014. (See revised version, published in JCDL 2015)
209.Abdul Quamar, Amol Deshpande, and Jimmy Lin. NScale: Neighborhood-centric Large-Scale Graph Analytics in the Cloud. arXiv:1405.1499, May 2014. (See revised version, published in the VLDB Journal, 2016)
208.Yulu Wang and Jimmy Lin. The Impact of Future Term Statistics in Real-Time Tweet Search. Proceedings of the 36th European Conference on Information Retrieval (ECIR 2014), pages 567-572, April 2014, Amsterdam, The Netherlands.
207.Hannes Mühleisen, Thaer Samar, Jimmy Lin, and Arjen P. de Vries. Column Stores as an IR Prototyping Tool. Proceedings of the 36th European Conference on Information Retrieval (ECIR 2014), pages 789-792, April 2014, Amsterdam, The Netherlands.
206.Jimmy Lin and Miles Efron. Infrastructure Support for Evaluation as a Service. Proceedings of the 23rd International World Wide Web Conference Companion (WWW 2014), pages 79-83, April 2014, Seoul, South Korea.
205.Lidan Wang, Jimmy Lin, Donald Metzler, and Jiawei Han. Learning to Efficiently Rank on Big Data. Proceedings of the 23rd International World Wide Web Conference Companion (WWW 2014), pages 209-210, April 2014, Seoul, South Korea. (Tutorial)
204.Seth A. Myers, Aneesh Sharma, Pankaj Gupta, and Jimmy Lin. Information Network or Social Network? The Structure of the Twitter Follow Graph. Proceedings of the 23rd International World Wide Web Conference Companion (WWW 2014), pages 493-498, April 2014, Seoul, South Korea. (Web Science Track)
203.Jimmy Lin, Milad Gholami, and Jinfeng Rao. Infrastructure for Supporting Exploration and Discovery in Web Archives. Proceedings of the 23rd International World Wide Web Conference Companion (WWW 2014), pages 851-855, April 2014, Seoul, South Korea. (Temporal Web Analytics Workshop 2014)
202.K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, and Jimmy Lin. Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems. Proceedings of the 17th International Conference on Extending Database Technology (EDBT 2014), pages 13-24, March 2014, Athens, Greece.
201.Zhengzheng Xu, Dan Goldwasser, Benjamin B. Bederson, and Jimmy Lin. Visual Analytics of MOOCs at Maryland. Proceedings of the First ACM Conference on Learning at Scale, pages 195-196, March 2014, Atlanta, Georgia.
200.Nima Asadi and Jimmy Lin. An Exploration of Postings List Contiguity in Main-Memory Incremental Indexing. Proceedings of the WSDM 2014 Workshop on Large-Scale and Distributed Systems for Information Retrieval, February 2014, New York, New York.
199.Alan Said, Alejandro Bellogín, Jimmy Lin, and Arjen P. de Vries. Do Recommendations Matter? News Recommendation in Real Life. Proceedings of the Companion Publication of the 17th ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW 2014), pages 237-240, February 2014, Baltimore, Maryland.

2013

198.Nima Asadi and Jimmy Lin. Document Vector Representations for Feature Extraction in Multi-Stage Document Ranking. Information Retrieval, 16(6):747-768, 2013.
197.Jimmy Lin and Miles Efron. Evaluation as a Service for Information Retrieval. SIGIR Forum, 47(2):8-14, 2013.
196.Alejandro Bellogín, Gebrekirstos G. Gebremeskel, Jiyin He, Jimmy Lin, Alan Said, Thaer Samar, Arjen P. de Vries, and Jeroen B. P. Vuurens. CWI and TU Delft at TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks. Proceedings of the Twenty-Second Text REtrieval Conference (TREC 2013), November 2013, Gaithersburg, Maryland.
195.Jimmy Lin and Miles Efron. Overview of the TREC-2013 Microblog Track. Proceedings of the Twenty-Second Text REtrieval Conference (TREC 2013), November 2013, Gaithersburg, Maryland.
194.Alan Said, Jimmy Lin, Alejandro Bellogín, and Arjen P. de Vries. A Month in the Life of a Production News Recommender System. Proceedings of the CIKM 2013 Workshop on Living Labs for Information Retrieval Evaluation (LivingLab '13), pages 7-10, November 2013, San Francisco, California.
193.K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, and Jimmy Lin. Hone: "Scaling Down" Hadoop on Shared-Memory Systems. Proceedings of the VLDB Endowment, 6(12):1354-1357, 2013.
192.Nima Asadi, Jimmy Lin, and Michael Busch. Dynamic Memory Allocation Policies for Postings in Real-Time Twitter Search. Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2013), pages 1186-1194, August 2013, Chicago, Illinois.
191.Vladimir Eidelman, Ke Wu, Ferhan Ture, Philip Resnik, and Jimmy Lin. Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics System Demonstrations (ACL 2013), pages 199-204, August 2013, Sofia, Bulgaria.
190.Vladimir Eidelman, Ke Wu, Ferhan Ture, Philip Resnik, and Jimmy Lin. Towards Efficient Large-Scale Feature-Rich Statistical Machine Translation. Proceedings of the Eighth Workshop on Statistical Machine Translation, pages 128-133, August 2013, Sofia, Bulgaria.
189.Jimmy Lin and Miles Efron. Temporal Relevance Profiles for Tweet Search. Proceedings of the SIGIR 2013 Workshop on Time-Aware Information Access, August 2013, Dublin, Ireland.
188.Ferhan Ture and Jimmy Lin. Flat vs. Hierarchical Phrase-Based Translation Models for Cross-Language Information Retrieval. Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013), pages 813-816, July 2013, Dublin, Ireland.
187.Nima Asadi and Jimmy Lin. Effectiveness/Efficiency Tradeoffs for Candidate Generation in Multi-Stage Retrieval Architectures. Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013), pages 997-1000, July 2013, Dublin, Ireland.
186.Nima Asadi and Jimmy Lin. Fast Candidate Generation for Real-Time Tweet Search with Bloom Filter Chains. ACM Transactions on Information Systems, 31(3), Article 13, 2013.
185.Miguel Rios and Jimmy Lin. Visualizing the "Pulse" of World Cities on Twitter. Proceedings of the 7th International AAAI Conference on Weblogs and Social Media (ICWSM 2013), July 2013, pages 717-720, July 2013, Boston, Massachusetts.
184.Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, and Jimmy Lin. Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture. Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data (SIGMOD 2013), pages 1147-1157, June 2013, New York, New York.
183.Hua He, Jimmy Lin, and Adam Lopez. Massively Parallel Suffix Array Queries and On-Demand Phrase Extraction for Statistical Machine Translation Using GPUs. Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2013), pages 325-334, June 2013, Atlanta, Georgia.
182.Jimmy Lin. MapReduce Algorithm Design. Tutorial at 22th International World Wide Web Conference (WWW 2013), May 2013, Rio de Janeiro, Brazil.
181.Pankaj Gupta, Ashish Goel, Jimmy Lin, Aneesh Sharma, Dong Wang, and Reza Zadeh. WTF: The Who to Follow Service at Twitter. Proceedings of the 22th International World Wide Web Conference (WWW 2013), pages 505-514, May 2013, Rio de Janeiro, Brazil.
180.Nima Asadi and Jimmy Lin. Fast, Incremental Inverted Indexing in Main Memory for Web-Scale Collections. arXiv:1305.0699, May 2013. (See revised version, published in the LSDS-IR workshop at WSDM 2014)
179.Jimmy Lin. Monoidify! Monoids as a Design Principle for Efficient MapReduce Algorithms. arXiv:1304.7544, April 2013.
178.Nima Asadi and Jimmy Lin. Training Efficient Tree-Based Models for Document Ranking. Proceedings of the 35th European Conference on Information Retrieval (ECIR 2013), pages 146-157, March 2013, Moscow, Russia.
177.Jimmy Lin. MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail! Big Data, 1(1):28-37, 2013.
176.Nima Asadi, Jimmy Lin, and Michael Busch. Dynamic Memory Allocation Policies for Postings in Real-Time Twitter Search. arXiv:1302.5302, February 2013. (See revised version, published in KDD 2013)

2012

175.Jimmy Lin and Dmitriy Ryaboy. Scaling Big Data Mining Infrastructure: The Twitter Experience, SIGKDD Explorations, 14(2):6-19, 2012.
174.Nima Asadi, Jimmy Lin, and Arjen P. de Vries. Runtime Optimizations for Prediction with Tree-Based Models. arXiv:1212.2287, December 2012. (See revised version, published in TKDE 2014)
173.Ferhan Ture, Jimmy Lin, and Douglas W. Oard. Combining Statistical Translation Techniques for Cross-Language Information Retrieval. Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), pages 2685-2702, December 2012, Mumbai, India.
172.Ian Soboroff, Iadh Ounis, Craig Macdonald, and Jimmy Lin. Overview of the TREC-2012 Microblog Track. Proceedings of the Twenty-First Text REtrieval Conference (TREC 2012), November 2012, Gaithersburg, Maryland.
171.Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, and Jimmy Lin. Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture. arXiv:1210.7350, October 2012. (See revised version, published in SIGMOD 2013)
170.Nima Asadi and Jimmy Lin. Fast Candidate Generation for Two-Phase Document Ranking: Postings List Intersection with Bloom Filters. Proceedings of 21th International Conference on Information and Knowledge Management (CIKM 2012), pages 2419-2422, October 2012, Maui, Hawaii.
169.Jimmy Lin. MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail! arXiv:1209.2191, September 2012. (See revised version, published in Big Data, 2013)
168.George Lee, Jimmy Lin, Chuang Liu, Andrew Lorek, and Dmitriy Ryaboy. The Unified Logging Infrastructure for Data Analytics at Twitter. Proceedings of the VLDB Endowment, 5(12):1771-1780, 2012.
167.Ferhan Ture, Jimmy Lin, and Douglas W. Oard. Looking Inside the Box: Context-Sensitive Translation for Cross-Language Information Retrieval. Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), pages 1105-1106, August 2012, Portland, Oregon.
166.Richard McCreadie, Ian Soboroff, Jimmy Lin, Craig Macdonald, Iadh Ounis, and Dean McCullough. On Building a Reusable Twitter Corpus. Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), pages 1113-1114, August 2012, Portland, Oregon.
165.Gilad Mishne and Jimmy Lin. Twanchor Text: A Preliminary Study of the Value of Tweets as Anchor Text. Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), pages 1159-1160, August 2012, Portland, Oregon.
164.Ferhan Ture and Jimmy Lin. Why Not Grab a Free Lunch? Mining Large Corpora for Parallel Sentences to Improve Translation Modeling. Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2012), pages 626-630, June 2012, Montreal, Quebec, Canada.
163.Miguel Rios and Jimmy Lin. Distilling Massive Amounts of Data into Simple Visualizations: Twitter Case Studies. Proceedings of the Workshop on Social Media Visualization (SocMedVis) at ICWSM 2012, pages 22-25, June 2012, Dublin, Ireland.
162.Ian Soboroff, Dean McCullough, Jimmy Lin, Craig Macdonald, Iadh Ounis, and Richard McCreadie. Evaluating Real-Time Search over Tweets. Proceedings of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM 2012), pages 579-582, June 2012, Dublin, Ireland.
161.Jimmy Lin and Gilad Mishne. A Study of "Churn" in Tweets and Real-Time Search Queries. Proceedings of the 6th International AAAI Conference on Weblogs and Social Media (ICWSM 2012), pages 503-506, June 2012, Dublin, Ireland.
160.Jimmy Lin and Gilad Mishne. A Study of "Churn" in Tweets and Real-Time Search Queries (Extended Version). arXiv:1205.6855v1, May 2012.
159.Jimmy Lin and Alek Kolcz. Large-Scale Machine Learning at Twitter. Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data (SIGMOD 2012), pages 793-804, May 2012, Scottsdale, Arizona.
158.Michael Busch, Krishna Gade, Brian Larson, Patrick Lok, Samuel Luckenbill, and Jimmy Lin. Earlybird: Real-Time Search at Twitter. Proceedings of the 28th International Conference on Data Engineering (ICDE 2012), pages 1360-1369, April 2012, Washington, D.C.

2011

157.Iadh Ounis, Craig Macdonald, Jimmy Lin, and Ian Soboroff. Overview of the TREC-2011 Microblog Track. Proceedings of the Twentieth Text REtrieval Conference (TREC 2011), November 2011, Gaithersburg, Maryland.
156.Florian Leibert, Jake Mannix, Jimmy Lin, and Babak Hamadani. Automatic Management of Partitioned, Replicated Search Services. Proceedings of the 2nd ACM Symposium on Cloud Computing (SoCC 2011), October 2011, Cascais, Portugal.
155.Tamer Elsayed, Jimmy Lin, and Don Metzler. When Close Enough Is Good Enough: Approximate Positional Indexes for Efficient Ranked Retrieval. Proceedings of 20th International Conference on Information and Knowledge Management (CIKM 2011), pages 1993-1996, October 2011, Glasgow, Scotland.
154.Jimmy Lin, Rion Snow, and William Morgan. Smoothing Techniques for Adaptive Online Language Models: Topic Tracking in Tweet Streams. Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2011), pages 422-429, August 2011, San Diego, California. [Slides (PDF)]
153.Jimmy Lin. Large-Scale Data Processing with MapReduce. Tutorial at 25th AAAI Conference on Artificial Intelligence (AAAI-11), August 2011, San Francisco, California.
152.Lidan Wang, Jimmy Lin, and Donald Metzler. A Cascade Ranking Model for Efficient Ranked Retrieval. Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pages 105-114, July 2011, Beijing, China.
151.Ferhan Ture, Tamer Elsayed, and Jimmy Lin. No Free Lunch: Brute Force vs. Locality-Sensitive Hashing for Cross-lingual Pairwise Similarity. Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pages 943-952, July 2011, Beijing, China.
150.Nima Asadi, Donald Metzler, Tamer Elsayed, and Jimmy Lin. Pseudo Test Collections for Learning Web Search Ranking Functions. Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pages 1073-1082, July 2011, Beijing, China.
149.Nima Asadi, Donald Metzler, and Jimmy Lin. Cross-Corpus Relevance Projection. Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pages 1163-1164, July 2011, Beijing, China.
148.Jimmy Lin, Dmitriy Ryaboy, and Kevin Weil. Full-Text Indexing for Optimizing Selection Operations in Large-Scale Data Analytics. Proceedings of the Second International Workshop on MapReduce and Its Applications (MAPREDUCE 2011), pages 59-66, June 2011, San Jose, California.
147.Gregory Chockler, Eliezer Dekel, Joseph JaJa, and Jimmy Lin. Special Issue on Cloud Computing. Journal of Parallel and Distributed Computing, 71(6):731, 2011.
146.Earl J. Wagner and Jimmy Lin. In-Depth Accounts and Passing Mentions in the News: Connecting Readers to the Context of a News Event. Proceedings of the 2011 iConference, pages 790-791, February 2011, Seattle, Washington.

2010

145.Tamer Elsayed, Nima Asadi, Donald Metzler, Lidan Wang, and Jimmy Lin. UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory. Proceedings of the Nineteenth Text REtrieval Conference (TREC 2010), November 2010, Gaithersburg, Maryland.
144.Di-Wei Huang and Jimmy Lin. Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems using MapReduce. Proceedings of the 2010 IEEE Second International Conference on Cloud Computing Technology and Science (CLOUDCOM 2010), pages 780-785, November 2010, Indianapolis, Indiana.
143.Tamer Elsayed, Ferhan Ture, and Jimmy Lin. Brute-Force Approaches to Batch Retrieval: Scalable Indexing with MapReduce, or Why Bother? Technical Report HCIL-2010-23, University of Maryland, College Park, October 2010.
142.Lidan Wang, Donald Metzler, and Jimmy Lin. Ranking Under Temporal Constraints. Proceedings of 19th International Conference on Information and Knowledge Management (CIKM 2010), pages 79-88, October 2010, Toronto, Canada.
141.Philip Resnik and Jimmy Lin. Evaluation of NLP Systems. In Alex Clark, Chris Fox, and Shalom Lappin, editors, Computational Linguistics and Natural Language Processing Handbook. Oxford, England: Blackwell Publishers, 2010.
140.Brandyn White, Tom Yeh, Jimmy Lin, and Larry Davis. Web-Scale Computer Vision using MapReduce for Multimedia Data Mining. Proceedings of Tenth International Workshop on Multimedia Data Mining (MDMKDD 2010), pages 9:1-9:10, July 2010, Washington, D.C.
139.Jimmy Lin and Michael Schatz. Design Patterns for Efficient Graph Algorithms in MapReduce. Proceedings of the Eighth Workshop on Mining and Learning with Graphs Workshop (MLG-2010), pages 78-85, July 2010, Washington, D.C.
138.Lidan Wang, Jimmy Lin, and Donald Metzler. Learning to Efficiently Rank. Proceedings of the 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2010), pages 138-145, July 2010, Geneva, Switzerland.
137.Di-Wei Huang and Jimmy Lin. Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems using MapReduce. Technical Report HCIL-2010-14, University of Maryland, College Park, June 2010. (See revised version, published in CLOUDCOM 2010)
136.Jimmy Lin, Nitin Madnani, and Bonnie Dorr. Putting the User in the Loop: Interactive Maximal Marginal Relevance for Query-Focused Summarization. Proceedings of the 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2010), pages 305-308, June 2010, Los Angeles, California.
135.Jimmy Lin and Chris Dyer. Data-Intensive Text Processing with MapReduce. Tutorial at the 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2010), June 2010, Los Angeles, California.
134.Alexander J. Quinn, Benjamin B. Bederson, Tom Yeh, and Jimmy Lin. CrowdFlow: Integrating Machine Learning with Mechanical Turk for Speed-Cost-Quality Flexibility. Technical Report HCIL-2010-09, University of Maryland, College Park, May 2010.
133.Jimmy Lin and Chris Dyer. Data-Intensive Text Processing with MapReduce. Morgan & Claypool Publishers, 2010.

2009

132.Ben Langmead, Michael C. Schatz, Jimmy Lin, Mihai Pop, and Steven L. Salzberg. Searching for SNPs with Cloud Computing. Genome Biology, 10:R134, 2009. Open Access
131.David Cheung, Il-Yeol Song, Wesley Chu, Xiaohua Hu, and Jimmy Lin (editors). Proceedings of the 18th ACM Conference on Information and Knowledge Management. New York: ACM Press, 2009.
130.Allison Druin, Paul T. Jaeger, Kenneth R. Fleischmann, Jennifer Golbeck, Jimmy Lin, Yan Qu, Ping Wang, and Bo Xie. The Maryland Modular Method: An Approach to Doctoral Education in Information Studies. Journal of Education for Library and Information Science, 50(4):293-301, 2009.
129.Jimmy Lin, Donald Metzler, Tamer Elsayed, and Lidan Wang. Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search. Proceedings of the Eighteenth Text REtrieval Conference (TREC 2009), November 2009, Gaithersburg, Maryland.
128.Jimmy Lin. Care and Feeding of Hadoop Clusters. Tutorial at the 23rd Large Installation System Administration Conference (LISA 2009), November 2009, Baltimore, Maryland.
127.Michael C. Schatz, Ben Langmead, Jimmy Lin, Mihai Pop, and Steven L. Salzberg. Whole Genome Resequencing Analysis in the Clouds. Poster at Supercomputing 2009, November 2009, Portland, Oregon.
126.Jimmy Lin. Summarization. In Tamer M. Özsu and Ling Liu, editors, Encyclopedia of Database Systems. Heidelberg, Germany: Springer-Verlag, 2009.
125.Ben Langmead, Michael C. Schatz, Jimmy Lin, Mihai Pop, and Steven L. Salzberg. Human SNPs from Short Reads in Hours using Cloud Computing. The 9th Workshop on Algorithms in Bioinformatics, September 2009, Baltimore, Maryland.
124.Timothy Hawes, Jimmy Lin, and Philip Resnik. Elements of a Computational Model for Multi-Party Discourse: The Turn-Taking Behavior of Supreme Court Justices. Journal of the American Society for Information Science and Technology, 60(8):1607-1615, 2009.
123.Jimmy Lin and W. John Wilbur. Modeling Actions of PubMed Users with N-Gram Language Models. Information Retrieval, 12(4):487-503, 2009. Open Access
122.Jimmy Lin. The Curse of Zipf and Limits to Parallelization: A Look at the Stragglers Problem in MapReduce. Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval (LSDS-IR'09) at SIGIR 2009, July 2009, Boston, Massachusetts.
121.Jimmy Lin. Brute Force and Indexed Approaches to Pairwise Document Similarity Comparisons with MapReduce. Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), pages 155-162, July 2009, Boston, Massachusetts. (Full-size graphs: Figure 6, top/middle/bottom; Figure 7; Figure 8; Figure 9)
120.Jimmy Lin. Data-Intensive Text Processing with MapReduce. Tutorial at the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), July 2009, Boston, Massachusetts.
119.Judith L. Klavans, Eileen Abels, Jimmy Lin, Rebecca Passonneau, Carolyn Sheffield, and Dagobert Soergel. Mining Texts for Image Terms: The CLiMB Project. Digital Humanities 2009, pages 184-186, June 2009, College Park, Maryland.
118.G. Craig Murray, Jimmy Lin, John Wilbur, and Zhiyong Lu. Users' Adjustments to Unsuccessful Queries in Biomedical Search. Proceedings of the 9th ACM/IEEE-CS Joint International Conference on Digital Libraries (JCDL 2009), pages 433-434, June 2009, Austin, Texas.
117.Jimmy Lin and Chris Dyer. Data-Intensive Text Processing with MapReduce. Tutorial at the 2009 North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2009), May 2009, Boulder, Colorado.
116.Michael Lieberman and Jimmy Lin. You Are Where You Edit: Locating Wikipedia Users Through Edit Histories. Proceedings of Third International Conference on Weblogs and Social Media (ICWSM 2009), pages 106-113, May 2009, San Jose, California.
115.Paul T. Jaeger, Jimmy Lin, Justin Grimes, and Shannon Simmons. Where Is the Cloud? Geography, Economics, Environment, and Jurisdiction in Cloud Computing. First Monday, 14(5), 2009.
114.Judith L. Klavans, Carolyn Sheffield, Eileen Abels, Jimmy Lin, Rebecca Passonneau, Tandeep Sidhu, and Dagobert Soergel. Computational Linguistics for Metadata Building (CLiMB): Using Text Mining for the Automatic Identification, Categorization, and Disambiguation of Subject Terms for Image Metadata. Journal of Multimedia Tools and Applications, 42(1):115-138, 2009.
113.Jimmy Lin, G. Craig Murray, Bonnie J. Dorr, Jan Hajic, and Pavel Pecina. A Cost-effective Lexical Acquisition Process for Large-Scale Thesaurus Translation. Language Resource and Evaluation, 43(1):27-40, 2009.
112.Justin Grimes, Paul T. Jaeger, and Jimmy Lin. Weathering the Storm: The Policy Implications of Cloud Computing. Proceedings of the 2009 iConference, February 2009, Chapel Hill, North Carolina.
111.Jimmy Lin. Is Searching Full Text More Effective Than Searching Abstracts? BMC Bioinformatics, 10:46 (3 February 2009). Open Access
110.Jimmy Lin, Anand Bahety, Shravya Konda, and Samantha Mahindrakar. Low-Latency, High-Throughput Access to Static Global Resources within the Hadoop Framework. Technical Report HCIL-2009-01, University of Maryland, College Park, January 2009.

2008

109.Jimmy Lin, Philip Wu, and Eileen Abels. Towards Automatic Facet Analysis and Need Negotiation: Lessons from Mediated Search. ACM Transactions on Information Systems, 27(1), Article 6, 2008.
108.Paul T. Jaeger, Jimmy Lin, and Justin Grimes. Cloud Computing and Information Policy: Computing in a Policy Cloud? Journal of Information Technology & Politics, 5(3):269-283, 2008.
107.Saif Mohammad, Bonnie J. Dorr, Melissa Egan, Nitin Madnani, David Zajic, and Jimmy Lin. Multiple Alternative Sentence Compressions and Word-Pair Antonymy for Automatic Text Summarization and Recognizing Textual Entailment. Proceedings of the First Text Analysis Conference (TAC 2008), November 2008, Gaithersburg, Maryland.
106.Jimmy Lin. Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce. Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing (EMNLP 2008), pages 419-428, October 2008, Honolulu, Hawaii.
105.Jimmy Lin, Michael DiCuccio, Vahan Grigoryan, and W. John Wilbur. Navigating Information Spaces: A Case Study of Related Article Search in PubMed. Information Processing & Management, 44(5):1771-1783, 2008.
104.Jimmy Lin and Mark D. Smucker. How Do Users Find Things with PubMed? Towards Automatic Utility Evaluation with User Simulations. Proceedings of the 31th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2008), pages 19-26, July 2008, Singapore.
103.David Zajic, Bonnie Dorr, and Jimmy Lin. Single-Document and Multi-Document Summarization Techniques for Email Threads Using Sentence Compression. Information Processing & Management, 44(4):1600-1610, 2008.
102.Jimmy Lin. Scalable Language Processing Algorithms for the Masses: A Case Study in Computing Word Co-occurrence Matrices with MapReduce. Technical Report HCIL-2008-28, University of Maryland, College Park, June 2008. (See revised version, published in EMNLP 2008)
101.Chris Dyer, Aaron Cordova, Alex Mont, and Jimmy Lin. Fast, Easy, and Cheap: Construction of Statistical Machine Translation Models with MapReduce. Proceedings of the Third Workshop on Statistical Machine Translation at ACL 2008, pages 199-207, June 2008, Columbus, Ohio.
100.Jimmy Lin. Exploring Large-Data Issues in the Curriculum: A Case Study with MapReduce. Proceedings of the Third Workshop on Issues in Teaching Computational Linguistics (TeachCL-08) at ACL 2008, pages 54-61, June 2008, Columbus, Ohio.
99.Tamer Elsayed, Jimmy Lin, and Douglas W. Oard. Pairwise Document Similarity in Large Collections with MapReduce. Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics (ACL 2008), Companion Volume, pages 265-268, June 2008, Columbus, Ohio.
98.Judith L. Klavans, Carolyn Sheffield, Jimmy Lin, and Tandeep Sidhu. Computational Linguistics for Metadata Building. Proceedings of the 8th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2008), page 427, June 2008, Pittsburgh, Pennsylvania.
97.Jimmy Lin. PageRank without Hyperlinks: Reranking with PubMed Related Article Networks for Biomedical Text Retrieval. BMC Bioinformatics, 9:270 (6 Jun 2008). Open Access
96.Judith Klavans, Carolyn Sheffield, Eileen Abels, Joan Beaudoin, Laura Jenemann, Jimmy Lin, Tom Lippincott, Rebecca Passonneau, Tandeep Sidhu, Dagobert Soergel, Tae Yano. Computational Linguistics for Metadata Building: Aggregating Text Processing Technologies for Enhanced Image Access. Proceedings of the 2nd Workshop on Language Resources fo Content-Based Image Retrieval (OntoImage 2008) at LREC 2008, pages 42-47, May 2008, Marrakech, Morocco.
95.Jimmy Lin and Mark D. Smucker. How Do Users Find Things with PubMed? Towards Automatic Utility Evaluation with User Simulations. Technical Report LAMP-TR-148/HCIL-2008-07, University of Maryland, College Park, February 2008. (See revised version, published in SIGIR 2008)
94.Judith L. Klavans, Tandeep Sidhu, Carolyn Sheffield, Dagobert Soergel, Jimmy Lin, Eileen Abels, and Rebecca Passonneau. Computational Linguistics for Metadata Building (CLiMB) Text Mining for the Automatic Extraction of Subject Terms for Image Metadata. Proceedings of the VISAPP 2008 Workshop on Metadata Mining for Image Understanding, pages 3-12, January 2008, Funchal, Madeira, Portugal.
93.Timothy Hawes, Jimmy Lin, and Philip Resnik. Elements of a Computational Model for Multi-Party Discourse: The Turn-Taking Behavior of Supreme Court Justices. Technical Report LAMP-TR-147/HCIL-2008-02, University of Maryland, College Park, January 2008. (See revised version, published in JASIST, 2009)
92.Jimmy Lin. PageRank without Hyperlinks: Reranking with Related Document Networks. Technical Report LAMP-TR-146/HCIL-2008-01, University of Maryland, College Park, January 2008. (See revised version, published in BMC Bioinformatics)

2007

91.Michael Evans, Wayne McIntosh, Jimmy Lin, and Cynthia Cates. Recounting the Courts? Applying Automated Content Analysis to Enhance Empirical Legal Research. Journal of Empirical Legal Studies, 4(4):1007-1039, 2007.
90.Hoa Trang Dang, Jimmy Lin, and Diane Kelly. Overview of the TREC 2007 Question Answering Track. Proceedings of the Sixteenth Text REtrieval Conference (TREC 2007), November 2007, Gaithersburg, Maryland.
89.Nitin Madnani, Jimmy Lin, and Bonnie Dorr. TREC 2007 ciQA Task: University of Maryland. Proceedings of the Sixteenth Text REtrieval Conference (TREC 2007), November 2007, Gaithersburg, Maryland.
88.Jimmy Lin and Dina Demner-Fushman. Semantic Clustering of Answers to Clinical Questions. Proceedings of the 2007 Annual Symposium of the American Medical Informatics Association (AMIA 2007), pages 458-462, November 2007, Chicago, Illinois.
87.David Zajic, Bonnie Dorr, Jimmy Lin, and Richard Schwartz. Multi-Candidate Reduction: Sentence Compression as a Tool for Document Summarization Tasks. Information Processing & Management, 43(6):1549-1570, 2007.
86.Jimmy Lin and W. John Wilbur. PubMed Related Articles: A Probabilistic Topic-based Model for Content Similarity. BMC Bioinformatics, 8:423 (30 October 2007). Open Access
85.Jimmy Lin and W. John Wilbur. Syntactic Sentence Compression in the Biomedical Domain: Facilitating Access to Related Articles. Information Retrieval, 10(4-5):393-414, 2007. Open Choice
84.Jimmy Lin, Michael DiCuccio, Vahan Grigoryan, and W. John Wilbur. Exploring the Effectiveness of Related Article Search in PubMed. Technical Report LAMP-TR-145/CS-TR-4877/UMIACS-TR-2007-36/HCIL-2007-10, University of Maryland, College Park, July 2007. (See revised version, published in Information Processing and Management)
83.Jimmy Lin and Pengyi Zhang. Deconstructing Nuggets: The Stability and Reliability of Complex Question Answering Evaluation. Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2007), pages 327-334, July 2007, Amsterdam, the Netherlands.
82.Hoa Trang Dang and Jimmy Lin. Different Structures for Evaluating Answers to Complex Questions: Pyramids Won't Topple, and Neither Will Human Assessors. Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL 2007), pages 768-775, June 2007, Prague, Czech Republic.
81.Tandeep Sidhu, Judith Klavans, and Jimmy Lin. Concept Disambiguation for Improved Subject Access Using Multiple Knowledge Sources. Proceedings of the ACL 2007 Workshop on Language Technology for Cultural Heritage Data (LaTeCH 2007), pages 25-32, June 2007, Prague, Czech Republic.
80.Paul Kantor and Jimmy Lin. Presentation Schemes for Component Analysis in IR Experiments. SIGIR Forum, 41(1):34-39, 2007.
79.Diane Kelly and Jimmy Lin. Overview of the TREC 2006 ciQA Task. SIGIR Forum, 41(1):107-116, 2007.
78.Jimmy Lin. User Simulations for Evaluating Answers to Question Series. Information Processing & Management, 43(3):717-729, 2007.
77.Georg Apitz and Jimmy Lin. Interfaces to Support the Scholarly Exploration of Text Collections. Proceedings of the CHI 2007 Workshop for Exploratory Search and HCI, pages 60-63, April 2007, San Jose, CA.
76.Jimmy Lin. Is Question Answering Better Than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series. Proceedings of the 2007 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2007), pages 212-219, April 2007, Rochester, New York.
75.Nitin Madnani, David Zajic, Bonnie Dorr, Necip Fazil Ayan, and Jimmy Lin. Multiple Alternative Sentence Compressions for Automatic Text Summarization. Proceedings of the 2007 Document Understanding Conference (DUC-2007) at NAACL/HLT 2007, April 2007, Rochester, New York.
74.Jimmy Lin. An Exploration of the Principles Underlying Redundancy-Based Factoid Question Answering. ACM Transactions on Information Systems, 25(2):1-55, 2007.
73.Dina Demner-Fushman and Jimmy Lin. Answering Clinical Questions with Knowledge-Based and Statistical Techniques. Computational Linguistics, 33(1):63-103, 2007.

2006

72.Jimmy Lin and Dina Demner-Fushman. Methods for Automatically Evaluating Answers to Complex Questions. Information Retrieval, 9(5):565-587, 2006.
71.Hoa Trang Dang, Jimmy Lin, and Diane Kelly. Overview of the TREC 2006 Question Answering Track. Proceedings of the Fifteenth Text REtrieval Conference (TREC 2006), pages 99-116, November 2006, Gaithersburg, Maryland.
70.Douglas Oard, Tamer Elsayed, Jianqiang Wang, Yejun Wu, Pengyi Zhang, Eileen Abels, Jimmy Lin, and Dagobert Soergel. TREC-2006 at Maryland: Blog, Enterprise, Legal and QA Tracks. Proceedings of the Fifteenth Text REtrieval Conference (TREC 2006), November 2006, Gaithersburg, Maryland.
69.Xiaoli Huang, Jimmy Lin, and Dina Demner-Fushman. Evaluation of PICO as a Knowledge Representation for Clinical Questions. Proceedings of the 2006 Annual Symposium of the American Medical Informatics Association (AMIA 2006), pages 359-363, November 2006, Washington, D.C.
68.G. Craig Murray, Jimmy Lin, and Abdur Chowdhury. Identification of User Sessions with Hierarchical Agglomerative Clustering. Proceedings of the 2006 Annual Meeting of the American Society for Information Science and Technology (ASIST 2006), November 2006, Austin, Texas. (poster)
67.Jimmy Lin and Dina Demner-Fushman. The Role of Knowledge in Conceptual Retrieval: A Study in the Domain of Clinical Medicine. Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2006), pages 99-106, August 2006, Seattle, Washington.
66.Jimmy Lin, Philip Wu, Dina Demner-Fushman, and Eileen Abels. Exploring the Limits of Single-Iteration Clarification Dialogs. Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2006), pages 469-476, August 2006, Seattle, Washington.
65.G. Craig Murray, Jimmy Lin, and Abdur Chowdhury. Action Modeling: Using Language Models to Predict Query Behavior. Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2006), pages 681-682, August 2006, Seattle, Washington.
64.G. Craig Murray, Bonnie J. Dorr, Jimmy Lin, Jan Hajic, and Pavel Pecina. Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-scale Ontology Translation. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING/ACL 2006), pages 945-952, July 2006, Sydney, Australia.
63.Dina Demner-Fushman and Jimmy Lin. Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING/ACL 2006), pages 841-848, July 2006, Sydney, Australia.
62.Jimmy Lin. The Role of Information Retrieval in Answering Complex Questions. Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING/ACL 2006), Poster Sessions, pages 523-530, July 2006, Sydney, Australia.
61.Dina Demner-Fushman and Jimmy Lin. Situated Question Answering in the Clinical Domain: Selecting the Best Drug Treatment for Diseases. Proceedings of COLING/ACL 2006 Workshop on Task-Focused Summarization and Question Answering, pages 24-31, July 2006, Sydney, Australia.
60.G. Craig Murray, Bonnie J. Dorr, Jimmy Lin, Jan Hajic, and Pavel Pecina. Leveraging Recurrent Phrase Structure in Large-scale Ontology Translation. Proceedings of the 11th Annual conference of the European Association for Machine Translation (EAMT), June 2006, Oslo, Norway.
59.David Zajic, Bonnie Dorr, Jimmy Lin, Dianne O'Leary, John Conroy, Judith Schlesinger. Sentence Trimming and Selection: Mixing and Matching. Proceedings of the 2006 Document Understanding Conference (DUC-2006) at HLT/NAACL 2006, June 2006, New York, New York.
58.David Zajic, Bonnie Dorr, Jimmy Lin, and Richard Schwartz. Sentence Compression as a Component of a Multi-Document Summarization System. Proceedings of the 2006 Document Understanding Conference (DUC-2006) at HLT/NAACL 2006, June 2006, New York, New York.
57.Jimmy Lin and Dina Demner-Fushman. Will Pyramids Built of Nuggets Topple Over? Proceedings of the 2006 Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL 2006), pages 383-390, June 2006, New York, New York.
56.Jimmy Lin, Damianos Karakos, Dina Demner-Fushman, and Sanjeev Khudanpur. Generative Content Models for Structural Analysis of Medical Abstracts. Proceedings of the HLT/NAACL 2006 Workshop on Biomedical Natural Language Processing (BioNLP'06), pages 65-72, June 2006, New York, New York.
55.Jimmy Lin and Boris Katz. Building a Reusable Test Collection for Question Answering. Journal of the American Society for Information Science and Technology, 57(7):851-861, 2006.
54.Jimmy Lin. The Role of Information Retrieval in Answering Complex Questions. Technical Report LAMP-TR-130/CS-TR-4787/UMIACS-TR-2006-11, University of Maryland, College Park, February 2006. (See revised version, published in ACL 2006)

2005

53.Jimmy Lin and Dina Demner-Fushman. Will Pyramids Built of Nuggets Topple Over? Technical Report LAMP-TR-127/CS-TR-4771/UMIACS-TR-2005-71, University of Maryland, College Park, December 2005. (See revised version, published in HLT/NAACL 2006)
52.Jimmy Lin, Eileen Abels, Dina Demner-Fushman, Douglas W. Oard, Philip Wu, and Yejun Wu. A Menagerie of Tracks at Maryland: HARD, Enterprise, QA, and Genomics, Oh My! Proceedings of the Fourteenth Text REtrieval Conference (TREC 2005), November 2005, Gaithersburg, Maryland.
51.Alan R. Aronson, Dina Demner-Fushman, Susanne M. Humphrey, Jimmy Lin, Hongfang Liu, Patrick Ruch, Miguel E. Ruiz, Lawrence H. Smith, Lorraine K. Tanabe, and W. John Wilbur. Fusion of Knowledge-Intensive and Statistical Approaches for Retrieving and Annotating Textual Genomics Documents. Proceedings of the Fourteenth Text REtrieval Conference (TREC 2005), November 2005, Gaithersburg, Maryland.
50.Jimmy Lin and Dina Demner-Fushman. "Bag of Words" Is Not Enough for Strength of Evidence Classification. Proceeding of the 2005 Annual Symposium of the American Medical Informatics Association (AMIA 2005), page 1031, October 2005, Washington, D.C.
49.David Zajic, Bonnie Dorr, Jimmy Lin, Christof Monz, and Richard Schwartz. A Sentence-Trimming Approach to Multi-Document Summarization. Proceedings of the 2005 Document Understanding Conference (DUC-2005) at HLT/EMNLP 2005, October 2005, Vancouver, British Columbia, Canada.
48.Grazia Russo-Lassner, Jimmy Lin, and Philip Resnik. A Paraphrase-Based Approach to Machine Translation Evaluation. Technical Report LAMP-TR-125/CS-TR-4754/UMIACS-TR-2005-57, University of Maryland, College Park, August 2005.
47.Jimmy Lin and Dina Demner-Fushman. Automatically Evaluating Answers to Definition Questions. Proceedings of the 2005 Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP 2005), pages 931-938, October 2005, Vancouver, British Columbia, Canada.
46.Jimmy Lin and Dina Demner-Fushman. Representation of Information Needs and the Elements of Context: A Case Study in the Domain of Clinical Medicine. Proceedings of the SIGIR 2005 Workshop on Information Retrieval in Context (IRiX 2005), pages 51-53, August 2005, Salvador, Brazil.
45.Jimmy Lin. Evaluation of Resources for Question Answering Evaluation. Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), pages 392-399, August 2005, Salvador, Brazil.
44.Jimmy Lin and G. Craig Murray. Assessing the Term Independence Assumption in Blind Relevance Feedback. Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), pages 635-636, August 2005, Salvador, Brazil.
43.Dina Demner-Fushman and Jimmy Lin. Knowledge Extraction for Clinical Question Answering: Preliminary Results. Proceedings of the AAAI-05 Workshop on Question Answering in Restricted Domains, July 2005, Pittsburgh, Pennsylvania.
42.Jimmy Lin and Dina Demner-Fushman. Evaluating Summaries and Answers: Two Sides of the Same Coin? Proceedings of the ACL 2005 Workshop on Intrinsic and Extrinsic Evaluation Measures for MT and/or Summarization, pages 41-48, June 2005, Ann Arbor, Michigan.
41.Michael Evans, Wayne McIntosh, Cynthia L. Cates, and Jimmy Lin. Recounting the Courts? Toward A Text-Centered Computational Approach to Understanding the Dynamics of the Judicial System. Proceedings of the 2005 Annual Meeting of the Midwest Political Science Association, April 2005, Chicago, Illinois.
40.Jimmy Lin and Dina Demner-Fushman. Automatically Evaluating Answers to Definition Questions. Technical Report LAMP-TR-119/CS-TR-4695/UMIACS-TR-2005-04, University of Maryland, College Park, February 2005. (See revised version, published in HLT/EMNLP 2005)
39.Jimmy Lin. Evaluation of Resources for Question Answering Evaluation. Technical Report LAMP-TR-118/CS-TR-4693/UMIACS-TR-2005-03, University of Maryland, College Park, February 2005) (See revised version, published in SIGIR 2005)

2004

38.Boris Katz, Jimmy Lin, Chris Stauffer and Eric Grimson. Answering Questions About Moving Objects in Videos. In Mark T. Maybury, editor, New Directions in Question Answering. Cambridge, Massachusetts: MIT Press, 2004, pages 113-128.
37.Boris Katz, Sue Felshin, Jimmy Lin, and Gregory Marton. Viewing the Web as a Virtual Database for Question Answering. In Mark T. Maybury, editor, New Directions in Question Answering. Cambridge, Massachusetts: MIT Press, 2004, pages 215-226.
36.Boris Katz, Matthew Bilotti, Sue Felshin, Aaron Fernandes, Wesley Hildebrandt, Roni Katzir, Jimmy Lin, Daniel Loreto, Gregory Marton, Federico Mora, Ozlem Uzuner. Answering Multiple Questions on a Topic From Heterogeneous Resources. Proceedings of the Thirteenth Text REtrieval Conference (TREC 2004), November 2004, Gaithersburg, Maryland.
35.Jimmy Lin. Are Degree Achievements Really Achievements? Proceedings of the 9th International Symposium on Chinese Languages and Linguistics (IsCLL-9), November 2004, Taipei, Taiwan.
34.Jimmy Lin. Event Structure and the Encoding of Arguments: The Syntax of the Mandarin and English Verb Phrase. Ph.D. Thesis, Massachusetts Institute of Technology, 2004. (a version that wastes less paper)
33.Matthew W. Bilotti, Boris Katz, and Jimmy Lin. What Works Better for Question Answering: Stemming or Morphological Query Expansion? Proceedings of the SIGIR 2004 Workshop on Information Retrieval for Question Answering (IR4QA), July 2004, Sheffield, England.
32.Jimmy Lin. A Computational Framework for Non-Lexicalist Semantics. Proceedings of the HLT/NAACL 2004 Student Research Workshop, May 2004, Boston, Massachusetts.
31.Jimmy Lin. Fine-Grained Lexical Semantic Representations and Compositionally-Derived Events in Mandarin Chinese. Proceedings of the HLT/NAACL 2004 Workshop on Computational Lexical Semantics, pages 100-107, May 2004, Boston, Massachusetts.
30.Wesley Hildebrandt, Boris Katz, and Jimmy Lin. Answering Definition Questions with Multiple Knowledge Sources. Proceedings of the 2004 Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT/NAACL 2004), pages 49-56, May 2004, Boston, Massachusetts.

2003

29.Boris Katz, Jimmy Lin, Daniel Loreto, Wesley Hildebrandt, Matthew Bilotti, Sue Felshin, Aaron Fernandes, Gregory Marton, and Federico Mora. Integrating Web-based and Corpus-based Techniques for Question Answering. Proceedings of the Twelfth Text REtrieval Conference (TREC 2003), pages 426-435, November 2003, Gaithersburg, Maryland.
28.Jimmy Lin and Boris Katz. Question Answering from the Web Using Knowledge Annotation and Knowledge Mining Techniques. Proceedings of Twelfth International Conference on Information and Knowledge Management (CIKM 2003), pages 116-123, November 2003, New Orleans, Louisiana.
27.Jimmy Lin, Dennis Quan, Vineet Sinha, Karun Bakshi, David Huynh, Boris Katz, and David R. Karger. What Makes a Good Answer? The Role of Context in Question Answering. Proceedings of the Ninth IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2003), pages 25-32, September 2003, Zurich, Switzerland.
26.Stefanie Tellex, Boris Katz, Jimmy Lin, Gregory Marton, and Aaron Fernandes. Quantitative Evaluation of Passage Retrieval Algorithms for Question Answering. Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003), pages 41-47, July 2003, Toronto, Canada. (Best Student Paper)
25.Ali Ibrahim, Boris Katz, and Jimmy Lin. Extracting Structural Paraphrases from Aligned Monolingual Corpora. Proceedings of the Second International Workshop on Paraphrasing (IWP 2003) at ACL 2003, pages 57-64, July 2003, Sapporo, Japan.
24.Boris Katz, Roger Hurwitz, Jimmy Lin, Özlem Uzuner. Better Public Policy Through Natural Language Information Access. Proceedings of the National Conference on Digital Government Research (DG.O 2003), pages 73-78, May 2003, Boston, Massachusetts.
23.Boris Katz, Roger Hurwitz, Jimmy Lin, Özlem Uzuner. START: A Framework for Facilitating E-Rulemaking. Proceedings of the National Conference on Digital Government Research (DG.O 2003), page 285, May 2003, Boston, Massachusetts. (demo)
22.Jimmy Lin and Boris Katz. Question Answering Techniques for the World Wide Web. Tutorial at the 11th Conference of the European Chapter of the Association of Computational Linguistics (EACL 2003), April 2003, Budapest, Hungary.
21.Boris Katz and Jimmy Lin. Selectively Using Relations to Improve Precision in Question Answering. Proceedings of the EACL 2003 Workshop on Natural Language Processing for Question Answering, pages 43-50, April 2003, Budapest, Hungary.
20.Jimmy Lin, Dennis Quan, Vineet Sinha, Karun Bakshi, David Huynh, Boris Katz, David R. Karger. The Role of Context in Question Answering Systems. Extended abstracts of the 2003 Conference on Human Factors in Computing Systems (CHI 2003), pages 1006-1007, April 2003, Fort Lauderdale, Florida.
19.Boris Katz, Jimmy Lin, Chris Stauffer, and Eric Grimson. Answering Questions about Moving Objects in Surveillance Videos. Proceedings of the 2003 AAAI Spring Symposium on New Directions in Question Answering, pages 145-152, March 2003, Palo Alto, California.
18.David Karger, Boris Katz, Jimmy Lin, and Dennis Quan. Sticky Notes for the Semantic Web. Proceedings of the 2003 International Conference on Intelligent User Interfaces (IUI 2003), pages 254-256, January 2003, Miami, Florida.

2002

17.Jimmy Lin, Aaron Fernandes, Boris Katz, Gregory Marton, and Stefanie Tellex. Extracting Answers from the Web Using Knowledge Annotation and Knowledge Mining Techniques. Proceedings of the Eleventh Text REtrieval Conference (TREC 2002), pages 447-456, November 2002, Gaithersburg, Maryland.
16.Boris Katz, Jimmy Lin, Sue Felshin. The START Multimedia Information System: Current Technology and Future Directions. Proceedings of the International Workshop on Multimedia Information Systems (MIS 2002), pages 117-123, October 2002, Tempe, Arizona.
15.Boris Katz, Jimmy Lin, Dennis Quan. Natural Language Annotations for the Semantic Web. Proceedings of the International Conference on Ontologies, Databases, and Application of Semantics (ODBASE 2002), pages 1317-1331, September 2002, Irvine, California.
14.Boris Katz and Jimmy Lin. Annotating the Semantic Web Using Natural Language. Proceedings of the 2nd Workshop on NLP and XML (NLPXML 2002) at COLING 2002, September 2002, Taipei, Taiwan.
13.Susan Dumais, Michele Banko, Eric Brill, Jimmy Lin, and Andrew Ng. Web Question Answering: Is More Always Better? Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002), pages 291-298, August 2002, Tampere, Finland.
12.Boris Katz, Sue Felshin, Deniz Yuret, Ali Ibrahim, Jimmy Lin, Gregory Marton, Alton Jerome McFarland, and Baris Temelkuran. Omnibase: Uniform Access to Heterogeneous Data for Question Answering. Proceedings of the 7th International Workshop on Applications of Natural Language to Information Systems (NLDB 2002), pages 230-234, June 2002, Stockholm, Sweden.
11.Jimmy Lin. The Web as a Resource for Question Answering: Perspective and Challenges. Proceedings of the third International Conference on Language Resources and Evaluation (LREC 2002), May 2002, Canary Islands, Spain.
10.Michele Banko, Eric Brill, Susan Dumais, and Jimmy Lin. AskMSR: Question Answering Using the Worldwide Web. Proceedings of the 2002 AAAI Spring Symposium on Mining Answers from Texts and Knowledge Bases, March 2002, Palo Alto, California.

2001

9.Eric Brill, Jimmy Lin, Michele Banko, Susan Dumais, and Andrew Ng. Data-Intensive Question Answering. Proceedings of the Tenth Text REtrieval Conference (TREC 2001), pages 393-400, November 2001, Gaithersburg, Maryland.
8.Joyce Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Margo Stys-Budzikowska, Veronika Horvath, Nanda Kambhatla, and Catherine Wolf. The Role of a Natural Language Conversational Interface in Online Sales: A Case Study. International Journal of Speech Technology, 4:285-295, 2001.
7.Boris Katz, Jimmy Lin, and Sue Felshin. Gathering Knowledge for a Question Answering System from Heterogeneous Information Sources. Proceedings of the ACL 2001 Workshop on Human Language Technology and Knowledge Management, July 2001, Toulouse, France.
6.Jimmy Lin. Indexing and Retrieving Natural Language Using Ternary Expressions. Master's Thesis, Massachusetts Institute of Technology, 2001.

2000

5.Boris Katz, Jimmy Lin. REXTOR: A System for Generating Relations from Natural Language. Proceedings of the ACL 2000 Workshop on Natural Language Processing and Information Retrieval (NLP&IR), pages 67-77, October 2000, Hong Kong, China.
4.Joyce Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Margo Budzikowska, Veronika Horvath, Nanda Kambhatla, Catherine Wolf. Comparative Evaluation of a Natural Language Dialog Based System and a Menu Driven System for Information Access: A Case Study. Proceedings of the International Conference on Multimedia Information Retrieval (RIAO 2000), April 2000, Paris, France.
3.Joyce Chai, Jimmy Lin, Wlodek Zadrozny, Yiming Ye, Margo Budzikowska, Veronika Horvath, Nanda Kambhatla, and Catherine Wolf. Evaluation of a Natural Language Dialog Based Web Navigation System—A Case Study. Proceedings of the 2nd International Conference on Language Resources and Evaluation (LREC 2000) Interactivity Workshop, May 2000, Athens, Greece.

1999

2.Boris Katz, Deniz Yuret, Jimmy Lin, Sue Felshin, Rebecca Schulman, Adnan Ilik, Ali Ibrahim, Philip Osafo-Kwaako. Integrating Large Lexicons and Web Resources into a Natural Language Query System. Proceedings of the International Conference on Multimedia Computing and Systems (ICMCS 1999), Volume 2, pages 255-261, June 1999, Florence, Italy.

1998

1.Boris Katz, Deniz Yuret, Jimmy Lin, Sue Felshin, Rebecca Schulman, Adnan Ilik. Blitz: A Preprocessor for Detecting Context-Independent Linguistic Structures. Proceedings of the 5th Pacific Rim Conference on Artificial Intelligence (PRICAI 1998), November 1998, Singapore.