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2020 – today
- 2024
[c54]Lenora Gray
, David D. Lewis, Jeremy Pickens, Eugene Yang:
High Recall Retrieval Via Technology-Assisted Review. SIGIR 2024: 2987-2988- 2023
- [c53]David D. Lewis, Lenora Gray, Mark Noel:
Confidence Sequences for Evaluating One-Phase Technology-Assisted Review. ICAIL 2023: 131-140 - 2022
- [c52]Eugene Yang, Sean MacAvaney, David D. Lewis, Ophir Frieder:
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review. ECIR (1) 2022: 502-517 - [c51]Eugene Yang, Jeremy Pickens, David D. Lewis:
ECIR 2022 Tutorial: Technology-Assisted Review for High Recall Retrieval. ECIR (2) 2022: 597-600 - [c50]Eugene Yang, David D. Lewis:
TARexp: A Python Framework for Technology-Assisted Review Experiments. SIGIR 2022: 3256-3261 - [i7]Eugene Yang, David D. Lewis:
TARexp: A Python Framework for Technology-Assisted Review Experiments. CoRR abs/2202.11827 (2022) - 2021
- [c49]David D. Lewis, Eugene Yang, Ophir Frieder:
Certifying One-Phase Technology-Assisted Reviews. CIKM 2021: 893-902 - [c48]Eugene Yang, David D. Lewis, Ophir Frieder:
TAR on Social Media: A Framework for Online Content Moderation. DESIRES 2021: 147-155 - [c47]Eugene Yang, David D. Lewis, Ophir Frieder:
On minimizing cost in legal document review workflows. DocEng 2021: 30:1-30:10 - [c46]Eugene Yang, David D. Lewis, Ophir Frieder:
Heuristic stopping rules for technology-assisted review. DocEng 2021: 31:1-31:10 - [i6]Eugene Yang, Sean MacAvaney, David D. Lewis, Ophir Frieder:
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review. CoRR abs/2105.01044 (2021) - [i5]Eugene Yang, David D. Lewis, Ophir Frieder:
On Minimizing Cost in Legal Document Review Workflows. CoRR abs/2106.09866 (2021) - [i4]Eugene Yang, David D. Lewis, Ophir Frieder:
Heuristic Stopping Rules For Technology-Assisted Review. CoRR abs/2106.09871 (2021) - [i3]David D. Lewis, Eugene Yang, Ophir Frieder:
Certifying One-Phase Technology-Assisted Reviews. CoRR abs/2108.12746 (2021) - [i2]Eugene Yang, David D. Lewis, Ophir Frieder:
TAR on Social Media: A Framework for Online Content Moderation. CoRR abs/2108.12752 (2021)
2010 – 2019
- 2019
- [j20]Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand, Adam Roegiest, Aldo Lipani, Alex Beutel, Ana Lucic, Ana-Andreea Stoica, Anubrata Das, Asia Biega, Bart Voorn, Claudia Hauff, Damiano Spina, David D. Lewis, Douglas W. Oard, Emine Yilmaz, Faegheh Hasibi, Gabriella Kazai, Graham McDonald, Hinda Haned, Iadh Ounis, Ilse van der Linden, Joris Baan, Kamuela N. Lau, Krisztian Balog, Mahmoud F. Sayed, Maria Panteli, Mark Sanderson, Matthew Lease, Preethi Lahoti, Toshihiro Kamishima:
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval. SIGIR Forum 53(2): 20-43 (2019) - [c45]Eugene Yang, David D. Lewis, Ophir Frieder:
A Regularization Approach to Combining Keywords and Training Data in Technology-Assisted Review. ICAIL 2019: 153-162 - [c44]Eugene Yang, David D. Lewis, Ophir Frieder:
Text Retrieval Priors for Bayesian Logistic Regression. SIGIR 2019: 1045-1048 - 2018
- [c43]Eugene Yang, David D. Lewis, Ophir Frieder, David A. Grossman, Roman Yurchak:
Retrieval and Richness when Querying by Document. DESIRES 2018: 68-75 - 2013
- [c42]Mossaab Bagdouri, William Webber, David D. Lewis, Douglas W. Oard:
Towards minimizing the annotation cost of certified text classification. CIKM 2013: 989-998 - [c41]William Webber, Mossaab Bagdouri, David D. Lewis, Douglas W. Oard:
Sequential testing in classifier evaluation yields biased estimates of effectiveness. SIGIR 2013: 933-936 - 2012
- [j19]Trevor J. M. Bench-Capon, Michal Araszkiewicz, Kevin D. Ashley, Katie Atkinson, Floris Bex, Filipe Borges, Danièle Bourcier, Paul Bourgine, Jack G. Conrad, Enrico Francesconi, Thomas F. Gordon, Guido Governatori, Jochen L. Leidner, David D. Lewis, Ronald Prescott Loui, L. Thorne McCarty, Henry Prakken, Frank Schilder, Erich Schweighofer, Paul Thompson, Alex Tyrrell, Bart Verheij, Douglas N. Walton, Adam Z. Wyner:
A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law. Artif. Intell. Law 20(3): 215-319 (2012) - 2010
- [j18]Douglas W. Oard, Jason R. Baron, Bruce Hedin, David D. Lewis, Stephen Tomlinson:
Evaluation of information retrieval for E-discovery. Artif. Intell. Law 18(4): 347-386 (2010) - [j17]David D. Lewis:
Afterword: data, knowledge, and e-discovery. Artif. Intell. Law 18(4): 481-486 (2010) - [c40]David D. Lewis:
Information retrieval for e-discovery. SIGIR 2010: 913
2000 – 2009
- 2007
- [j16]Alexander Genkin, David D. Lewis, David Madigan:
Large-Scale Bayesian Logistic Regression for Text Categorization. Technometrics 49(3): 291-304 (2007) - [j15]Steven M. Beitzel, Eric C. Jensen, David D. Lewis, Abdur Chowdhury, Ophir Frieder:
Automatic classification of Web queries using very large unlabeled query logs. ACM Trans. Inf. Syst. 25(2): 9 (2007) - [c39]Shlomo Argamon, Ophir Frieder, David A. Grossman, David D. Lewis:
Content-based document image retrieval in complex document collections. DRR 2007: 65000S - 2006
- [c38]Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, David D. Lewis:
Complex document information processing: prototype, test collection, and evaluation. DRR 2006: 60670N - [c37]Aynur A. Dayanik, David D. Lewis, David Madigan, Vladimir Menkov, Alexander Genkin:
Constructing informative prior distributions from domain knowledge in text classification. SIGIR 2006: 493-500 - [c36]Shlomo Argamon, Gady Agam, Ophir Frieder, David A. Grossman, David D. Lewis, Gene Sohn, Ellen M. Voorhees:
A complex document information processing prototype. SIGIR 2006: 599-600 - [c35]David D. Lewis, Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, Jefferson Heard:
Building a test collection for complex document information processing. SIGIR 2006: 665-666 - [c34]Jason R. Baron, David D. Lewis, Douglas W. Oard:
TREC 2006 Legal Track Overview. TREC 2006 - 2005
- [c33]Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz:
Improving Automatic Query Classification via Semi-Supervised Learning. ICDM 2005: 42-49 - [c32]Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David A. Grossman, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz:
Automatic web query classification using labeled and unlabeled training data. SIGIR 2005: 581-582 - [c31]Aynur A. Dayanik, Alexander Genkin, Paul B. Kantor, David D. Lewis, David Madigan:
DIMACS at the TREC 2005 Genomics Track. TREC 2005 - 2004
- [j14]David D. Lewis, Yiming Yang, Tony G. Rose, Fan Li:
RCV1: A New Benchmark Collection for Text Categorization Research. J. Mach. Learn. Res. 5: 361-397 (2004) - [c30]Aynur A. Dayanik, Dmitriy Fradkin, Alexander Genkin, Paul B. Kantor, David Madigan, David D. Lewis, Vladimir Menkov:
DIMACS at the TREC 2004 Genomics Track. TREC 2004 - 2003
- [j13]James Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai:
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37(1): 31-47 (2003) - [c29]Susana Eyheramendy, David D. Lewis, David Madigan:
On the Naive Bayes Model for Text Categorization. AISTATS 2003: 93-100 - 2002
- [j12]Susan T. Dumais, David D. Lewis, Fabrizio Sebastiani:
Report on the workshop on Operational Text Classification Systems (OTC-02). SIGIR Forum 36(2): 68-71 (2002) - [c28]Andrei Anghelescu, Endre Boros, David D. Lewis, Vladimir Menkov, David J. Neu, Paul B. Kantor:
Rutgers Filtering Work at TREC 2002: Adaptive and Batch. TREC 2002 - 2001
- [j11]David D. Lewis, Fabrizio Sebastiani:
Report on the Workshop on Operational Text Classification systems (OTC-01). SIGIR Forum 35(2): 8-11 (2001) - [c27]David D. Lewis:
Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks. TREC 2001 - 2000
- [c26]Raj D. Iyer, David D. Lewis, Robert E. Schapire, Yoram Singer, Amit Singhal:
Boosting for Document Routing. CIKM 2000: 70-77
1990 – 1999
- 1999
- [j10]Edith Cohen, David D. Lewis:
Approximating Matrix Multiplication for Pattern Recognition Tasks. J. Algorithms 30(2): 211-252 (1999) - [c25]David D. Lewis, Daniel L. Stern, Amit Singhal:
ATTICS: A Software Platform for Online Text Classification (poster abstract). SIGIR 1999: 267-268 - 1998
- [c24]David D. Lewis:
Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval. ECML 1998: 4-15 - [c23]Amit Singhal, John Choi, Donald Hindle, David D. Lewis, Fernando C. N. Pereira:
AT&T at TREC-7. TREC 1998: 186-198 - 1997
- [j9]David D. Lewis, K. A. Knowles:
Threading Electronic Mail - A Preliminary Study. Inf. Process. Manag. 33(2): 209-217 (1997) - [j8]David D. Lewis:
Minutes of the 1997 ACM SIGIR Business Meeting. SIGIR Forum 31(2): 2-6 (1997) - [c22]Michelle Keim, David D. Lewis, David Madigan:
Bayesian Information Retrieval: Preliminary Evaluation. AISTATS 1997: 303-318 - [c21]Edith Cohen, David D. Lewis:
Approximating Matrix Multiplication for Pattern Recognition Tasks. SODA 1997: 682-691 - 1996
- [j7]David D. Lewis, Karen Sparck Jones:
Natural Language Processing for Information Retrieval. Commun. ACM 39(1): 92-101 (1996) - [j6]David D. Lewis:
Minutes of the 1996 ACM SIGIR Business Meeting. SIGIR Forum 30(2): 1-4 (1996) - [c20]David D. Lewis:
Challenges in Machine Learning for Text Classification. COLT 1996: 1 - [c19]David D. Lewis, Robert E. Schapire, James P. Callan, Ron Papka:
Training Algorithms for Linear Text Classifiers. SIGIR 1996: 298-306 - [c18]David D. Lewis:
The TREC-5 Filtering Track. TREC 1996 - 1995
- [j5]David D. Lewis:
Minutes - 1995 ACM SIGIR Annual Meeting. SIGIR Forum 29(2): 3-5 (1995) - [j4]David D. Lewis:
A Sequential Algorithm for Training Text Classifiers: Corrigendum and Additional Data. SIGIR Forum 29(2): 13-19 (1995) - [c17]David D. Lewis:
Evaluating and Optimizing Autonomous Text Classification Systems. SIGIR 1995: 246-254 - [c16]David D. Lewis:
The TREC-4 Filtering Track. TREC 1995 - 1994
- [j3]David D. Lewis, Philip J. Hayes:
Guest Editorial - Special Issue on Text Categorization. ACM Trans. Inf. Syst. 12(3): 231 (1994) - [c15]Kenneth Ward Church, William A. Gale, Jonathan Helfman, David D. Lewis:
Fax: An Alternative to SGML. COLING 1994: 525-529 - [c14]David D. Lewis, Jason Catlett:
Heterogeneous Uncertainty Sampling for Supervised Learning. ICML 1994: 148-156 - [c13]David D. Lewis, William A. Gale:
A Sequential Algorithm for Training Text Classifiers. SIGIR 1994: 3-12 - [c12]K. L. Kwok, Laszlo Grunfeld, David D. Lewis:
TREC-3 Ad-Hoc, Routing Retrieval and Thresholding Experiments using PIRCS. TREC 1994: 247-255 - [i1]David D. Lewis, William A. Gale:
A Sequential Algorithm for Training Text Classifiers. CoRR abs/cmp-lg/9407020 (1994) - 1993
- [j2]Nancy Chinchor, Lynette Hirschman, David D. Lewis:
Evaluating Message Understanding Systems: An Analysis of the Third Message Understanding Conference (MUC-3). Comput. Linguistics 19(3): 409-449 (1993) - 1992
- [c11]David D. Lewis, Richard M. Tong:
Text filtering in MUC-3 and MUC-4. MUC 1992: 51-66 - [c10]David D. Lewis:
Feature Selection and Feature Extract ion for Text Categorization. HLT 1992 - [c9]David D. Lewis:
An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task. SIGIR 1992: 37-50 - [c8]David D. Lewis, Alan F. Smeaton:
Use of Natural Language Processing at TREC. TREC 1992: 365-366 - 1991
- [c7]David D. Lewis:
Learning in Intelligent Information Retrieval. ML 1991: 235-239 - [c6]David D. Lewis:
Data extraction as text categorization: an experiment with the MUC-3 corpus. MUC 1991: 245-255 - [c5]David D. Lewis:
Evaluating Text Categorization I. HLT 1991 - [c4]W. Bruce Croft, Howard R. Turtle, David D. Lewis:
The Use of Phrases and Structured Queries in Information Retrieval. SIGIR 1991: 32-45 - 1990
- [c3]David D. Lewis:
Representation Quality in Text Classification: An Introduction and Experiment. HLT 1990 - [c2]David D. Lewis, W. Bruce Croft:
Term Clustering of Syntactic Phrases. SIGIR 1990: 385-404
1980 – 1989
- 1989
- [j1]David D. Lewis, W. Bruce Croft, Nehru Bhandaru:
Language-oriented information retrieval. Int. J. Intell. Syst. 4(3): 285-318 (1989) - 1987
- [c1]W. Bruce Croft, David D. Lewis:
An Approach to Natural Language Processing for Document Retrieval. SIGIR 1987: 26-32
Coauthor Index
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