David D. Lewis

83 papers A* 21A 5B 5C 2Misc 2Journal 27Unranked 21
YearRankTypeTitle / Venue / Authors
2026 B conf
Supporting Humans in Evaluating AI Summaries of Legal Depositions.
CHIIR
Naghmeh Farzi, Laura Dietz, David D. Lewis
2024 B conf
Beyond the Bar: Generative AI as a Transformative Component in Legal Document Review.
IEEE Big Data
Eugene Yang, Roshanak Omrani, Evan Curtin, Tara Emory, Lenora Gray, Jeremy Pickens, Nathan Reff, Cristin Traylor, Sean Underwood, David D. Lewis, Aron J. Ahmadia
2024 A* conf
High Recall Retrieval Via Technology-Assisted Review.
SIGIR
Lenora Gray, David D. Lewis, Jeremy Pickens, Eugene Yang
2023 C conf
Confidence Sequences for Evaluating One-Phase Technology-Assisted Review.
ICAIL
David D. Lewis, Lenora Gray, Mark Noel
2022 — conf
ECIR 2022 Tutorial: Technology-Assisted Review for High Recall Retrieval.
ECIR (2)
Eugene Yang, Jeremy Pickens, David D. Lewis
2022 — conf
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review.
ECIR (1)
Eugene Yang, Sean MacAvaney, David D. Lewis, Ophir Frieder
2022 A* conf
TARexp: A Python Framework for Technology-Assisted Review Experiments.
SIGIR
Eugene Yang, David D. Lewis
2022 J jnl
TARexp: A Python Framework for Technology-Assisted Review Experiments.
CoRR
Eugene Yang, David D. Lewis
2021 A conf
Certifying One-Phase Technology-Assisted Reviews.
CIKM
David D. Lewis, Eugene Yang, Ophir Frieder
2021 J jnl
Certifying One-Phase Technology-Assisted Reviews.
CoRR
David D. Lewis, Eugene Yang, Ophir Frieder
2021 J jnl
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review.
CoRR
Eugene Yang, Sean MacAvaney, David D. Lewis, Ophir Frieder
2021 J jnl
Heuristic Stopping Rules For Technology-Assisted Review.
CoRR
Eugene Yang, David D. Lewis, Ophir Frieder
2021 B conf
Heuristic stopping rules for technology-assisted review.
DocEng
Eugene Yang, David D. Lewis, Ophir Frieder
2021 J jnl
On Minimizing Cost in Legal Document Review Workflows.
CoRR
Eugene Yang, David D. Lewis, Ophir Frieder
2021 B conf
On minimizing cost in legal document review workflows.
DocEng
Eugene Yang, David D. Lewis, Ophir Frieder
2021 — conf
TAR on Social Media: A Framework for Online Content Moderation.
DESIRES
Eugene Yang, David D. Lewis, Ophir Frieder
2021 J jnl
TAR on Social Media: A Framework for Online Content Moderation.
CoRR
Eugene Yang, David D. Lewis, Ophir Frieder
2019 C conf
A Regularization Approach to Combining Keywords and Training Data in Technology-Assisted Review.
ICAIL
Eugene Yang, David D. Lewis, Ophir Frieder
2019 J jnl
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval.
SIGIR Forum
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
2019 A* conf
Text Retrieval Priors for Bayesian Logistic Regression.
SIGIR
Eugene Yang, David D. Lewis, Ophir Frieder
2018 — conf
Retrieval and Richness when Querying by Document.
DESIRES
Eugene Yang, David D. Lewis, Ophir Frieder, David A. Grossman, Roman Yurchak
2013 A* conf
Sequential testing in classifier evaluation yields biased estimates of effectiveness.
SIGIR
William Webber, Mossaab Bagdouri, David D. Lewis, Douglas W. Oard
2013 A conf
Towards minimizing the annotation cost of certified text classification.
CIKM
Mossaab Bagdouri, William Webber, David D. Lewis, Douglas W. Oard
2012 J jnl
A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law.
Artif. Intell. Law
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
2010 J jnl
Afterword: data, knowledge, and e-discovery.
Artif. Intell. Law
David D. Lewis
2010 J jnl
Evaluation of information retrieval for E-discovery.
Artif. Intell. Law
Douglas W. Oard, Jason R. Baron, Bruce Hedin, David D. Lewis, Stephen Tomlinson
2010 A* conf
Information retrieval for e-discovery.
SIGIR
David D. Lewis
2007 J jnl
Automatic classification of Web queries using very large unlabeled query logs.
ACM Trans. Inf. Syst.
Steven M. Beitzel, Eric C. Jensen, David D. Lewis, Abdur Chowdhury, Ophir Frieder
2007 — conf
Content-based document image retrieval in complex document collections.
DRR
Shlomo Argamon, Ophir Frieder, David A. Grossman, David D. Lewis
2007 J jnl
Large-Scale Bayesian Logistic Regression for Text Categorization.
Technometrics
Alexander Genkin, David D. Lewis, David Madigan
2006 A* conf
A complex document information processing prototype.
SIGIR
Shlomo Argamon, Gady Agam, Ophir Frieder, David A. Grossman, David D. Lewis, Gene Sohn, Ellen M. Voorhees
2006 A* conf
Building a test collection for complex document information processing.
SIGIR
David D. Lewis, Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, Jefferson Heard
2006 — conf
Complex document information processing: prototype, test collection, and evaluation.
DRR
Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, David D. Lewis
2006 A* conf
Constructing informative prior distributions from domain knowledge in text classification.
SIGIR
Aynur A. Dayanik, David D. Lewis, David Madigan, Vladimir Menkov, Alexander Genkin
2006 — conf
TREC 2006 Legal Track Overview.
TREC
Jason R. Baron, David D. Lewis, Douglas W. Oard
2005 A* conf
Automatic web query classification using labeled and unlabeled training data.
SIGIR
Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David A. Grossman, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz
2005 — conf
DIMACS at the TREC 2005 Genomics Track.
TREC
Aynur A. Dayanik, Alexander Genkin, Paul B. Kantor, David D. Lewis, David Madigan
2005 A* conf
Improving Automatic Query Classification via Semi-Supervised Learning.
ICDM
Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, David D. Lewis, Abdur Chowdhury, Aleksander Kolcz
2004 — conf
DIMACS at the TREC 2004 Genomics Track.
TREC
Aynur A. Dayanik, Dmitriy Fradkin, Alexander Genkin, Paul B. Kantor, David Madigan, David D. Lewis, Vladimir Menkov
2004 J jnl
RCV1: A New Benchmark Collection for Text Categorization Research.
J. Mach. Learn. Res.
David D. Lewis, Yiming Yang, Tony G. Rose, Fan Li
2003 J jnl
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
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
2003 A conf
On the Naive Bayes Model for Text Categorization.
AISTATS
Susana Eyheramendy, David D. Lewis, David Madigan
2002 J jnl
Report on the workshop on Operational Text Classification Systems (OTC-02).
SIGIR Forum
Susan T. Dumais, David D. Lewis, Fabrizio Sebastiani
2002 — conf
Rutgers Filtering Work at TREC 2002: Adaptive and Batch.
TREC
Andrei Anghelescu, Endre Boros, David D. Lewis, Vladimir Menkov, David J. Neu, Paul B. Kantor
2001 — conf
Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks.
TREC
David D. Lewis
2001 J jnl
Report on the Workshop on Operational Text Classification systems (OTC-01).
SIGIR Forum
David D. Lewis, Fabrizio Sebastiani
2000 A conf
Boosting for Document Routing.
CIKM
Raj D. Iyer, David D. Lewis, Robert E. Schapire, Yoram Singer, Amit Singhal
1999 A* conf
ATTICS: A Software Platform for Online Text Classification (poster abstract).
SIGIR
David D. Lewis, Daniel L. Stern, Amit Singhal
1999 J jnl
Approximating Matrix Multiplication for Pattern Recognition Tasks.
J. Algorithms
Edith Cohen, David D. Lewis
1998 — conf
AT&T at TREC-7.
TREC
Amit Singhal, John Choi, Donald Hindle, David D. Lewis, Fernando C. N. Pereira
1998 — conf
Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval.
ECML
David D. Lewis
1997 A* conf
Approximating Matrix Multiplication for Pattern Recognition Tasks.
SODA
Edith Cohen, David D. Lewis
1997 A conf
Bayesian Information Retrieval: Preliminary Evaluation.
AISTATS
Michelle Keim, David D. Lewis, David Madigan
1997 J jnl
Minutes of the 1997 ACM SIGIR Business Meeting.
SIGIR Forum
David D. Lewis
1997 J jnl
Threading Electronic Mail - A Preliminary Study.
Inf. Process. Manag.
David D. Lewis, K. A. Knowles
1996 A* conf
Challenges in Machine Learning for Text Classification.
COLT
David D. Lewis
1996 J jnl
Minutes of the 1996 ACM SIGIR Business Meeting.
SIGIR Forum
David D. Lewis
1996 J jnl
Natural Language Processing for Information Retrieval.
Commun. ACM
David D. Lewis, Karen Sparck Jones
1996 — conf
The TREC-5 Filtering Track.
TREC
David D. Lewis
1996 A* conf
Training Algorithms for Linear Text Classifiers.
SIGIR
David D. Lewis, Robert E. Schapire, James P. Callan, Ron Papka
1995 J jnl
A Sequential Algorithm for Training Text Classifiers: Corrigendum and Additional Data.
SIGIR Forum
David D. Lewis
1995 A* conf
Evaluating and Optimizing Autonomous Text Classification Systems.
SIGIR
David D. Lewis
1995 J jnl
Minutes - 1995 ACM SIGIR Annual Meeting.
SIGIR Forum
David D. Lewis
1995 — conf
The TREC-4 Filtering Track.
TREC
David D. Lewis
1994 A* conf
A Sequential Algorithm for Training Text Classifiers.
SIGIR
David D. Lewis, William A. Gale
1994 J jnl
A Sequential Algorithm for Training Text Classifiers.
CoRR
David D. Lewis, William A. Gale
1994 B conf
Fax: An Alternative to SGML.
COLING
Kenneth Ward Church, William A. Gale, Jonathan Helfman, David D. Lewis
1994 J jnl
Guest Editorial - Special Issue on Text Categorization.
ACM Trans. Inf. Syst.
David D. Lewis, Philip J. Hayes
1994 A* conf
Heterogeneous Uncertainty Sampling for Supervised Learning.
ICML
David D. Lewis, Jason Catlett
1994 — conf
TREC-3 Ad-Hoc, Routing Retrieval and Thresholding Experiments using PIRCS.
TREC
K. L. Kwok, Laszlo Grunfeld, David D. Lewis
1993 J jnl
Evaluating Message Understanding Systems: An Analysis of the Third Message Understanding Conference (MUC-3).
Comput. Linguistics
Nancy Chinchor, Lynette Hirschman, David D. Lewis
1992 A* conf
An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task.
SIGIR
David D. Lewis
1992 — conf
Feature Selection and Feature Extract ion for Text Categorization.
HLT
David D. Lewis
1992 Misc conf
Text filtering in MUC-3 and MUC-4.
MUC
David D. Lewis, Richard M. Tong
1992 — conf
Use of Natural Language Processing at TREC.
TREC
David D. Lewis, Alan F. Smeaton
1991 Misc conf
Data extraction as text categorization: an experiment with the MUC-3 corpus.
MUC
David D. Lewis
1991 — conf
Evaluating Text Categorization I.
HLT
David D. Lewis
1991 — conf
Learning in Intelligent Information Retrieval.
ML
David D. Lewis
1991 A* conf
The Use of Phrases and Structured Queries in Information Retrieval.
SIGIR
W. Bruce Croft, Howard R. Turtle, David D. Lewis
1990 — conf
Representation Quality in Text Classification: An Introduction and Experiment.
HLT
David D. Lewis
1990 A* conf
Term Clustering of Syntactic Phrases.
SIGIR
David D. Lewis, W. Bruce Croft
1989 J jnl
Language-oriented information retrieval.
Int. J. Intell. Syst.
David D. Lewis, W. Bruce Croft, Nehru Bhandaru
1987 A* conf
An Approach to Natural Language Processing for Document Retrieval.
SIGIR
W. Bruce Croft, David D. Lewis