David D. Lewis

Jeremy Pickens

Proceedings of the Advances in Information Retrieval, 2022

Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2022

2021

Heuristic stopping rules for technology-assisted review.

[BibT_eX]

[DOI]

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

On minimizing cost in legal document review workflows.

[BibT_eX]

[DOI]

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

TAR on Social Media: A Framework for Online Content Moderation.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Certifying One-Phase Technology-Assisted Reviews.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2019

FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval.

[BibT_eX]

[DOI]

SIGIR Forum, 2019

Text Retrieval Priors for Bayesian Logistic Regression.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Regularization Approach to Combining Keywords and Training Data in Technology-Assisted Review.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019

2018

Retrieval and Richness when Querying by Document.

[BibT_eX]

[DOI]

Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

2013

Sequential testing in classifier evaluation yields biased estimates of effectiveness.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Towards minimizing the annotation cost of certified text classification.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2012

2010

Evaluation of information retrieval for E-discovery.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2010

Afterword: data, knowledge, and e-discovery.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2010

Information retrieval for e-discovery.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2007

Automatic classification of Web queries using very large unlabeled query logs.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2007

Large-Scale Bayesian Logistic Regression for Text Categorization.

[BibT_eX]

[DOI]

Alexander Genkin

David Madigan

Technometrics, 2007

Content-based document image retrieval in complex document collections.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XIV, San Jose, California, USA, January 30, 2007

2006

TREC 2006 Legal Track Overview.

[BibT_eX]

[DOI]

Jason R. Baron

Douglas W. Oard

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Building a test collection for complex document information processing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Constructing informative prior distributions from domain knowledge in text classification.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A complex document information processing prototype.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Complex document information processing: prototype, test collection, and evaluation.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XIII, 2006

2005

DIMACS at the TREC 2005 Genomics Track.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Automatic web query classification using labeled and unlabeled training data.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Improving Automatic Query Classification via Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

RCV1: A New Benchmark Collection for Text Categorization Research.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2004

DIMACS at the TREC 2004 Genomics Track.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Text REtrieval Conference, 2004

2003

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.

[BibT_eX]

[DOI]

SIGIR Forum, 2003

On the Naive Bayes Model for Text Categorization.

[BibT_eX]

[DOI]

Susana Eyheramendy

David Madigan

Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

2002

Report on the workshop on Operational Text Classification Systems (OTC-02).

[BibT_eX]

[DOI]

Susan T. Dumais

Fabrizio Sebastiani

SIGIR Forum, 2002

Rutgers Filtering Work at TREC 2002: Adaptive and Batch.

[BibT_eX]

[DOI]

Proceedings of The Eleventh Text REtrieval Conference, 2002

2001

Report on the Workshop on Operational Text Classification systems (OTC-01).

[BibT_eX]

[DOI]

Fabrizio Sebastiani

SIGIR Forum, 2001

Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks.

[BibT_eX]

[DOI]

Proceedings of The Tenth Text REtrieval Conference, 2001

2000

Boosting for Document Routing.

[BibT_eX]

[DOI]

Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999

Approximating Matrix Multiplication for Pattern Recognition Tasks.

[BibT_eX]

[DOI]

Edith Cohen

J. Algorithms, 1999

ATTICS: A Software Platform for Online Text Classification (poster abstract).

[BibT_eX]

[DOI]

Daniel L. Stern

Amit Singhal

Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

1998

AT&T at TREC-7.

[BibT_eX]

Fernando C. N. Pereira

Proceedings of The Seventh Text REtrieval Conference, 1998

Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-98, 1998

1997

Minutes of the 1997 ACM SIGIR Business Meeting.

[BibT_eX]

SIGIR Forum, 1997

Threading Electronic Mail - A Preliminary Study.

[BibT_eX]

[DOI]

K. A. Knowles

Inf. Process. Manag., 1997

Bayesian Information Retrieval: Preliminary Evaluation.

[BibT_eX]

[DOI]

Michelle Keim

David Madigan

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

1996

Minutes of the 1996 ACM SIGIR Business Meeting.

[BibT_eX]

[DOI]

SIGIR Forum, 1996

Natural Language Processing for Information Retrieval.

[BibT_eX]

[DOI]

Karen Sparck Jones

Commun. ACM, 1996

The TREC-5 Filtering Track.

[BibT_eX]

[DOI]

Proceedings of The Fifth Text REtrieval Conference, 1996

Training Algorithms for Linear Text Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996

Challenges in Machine Learning for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Ninth Annual Conference on Computational Learning Theory, 1996

1995

A Sequential Algorithm for Training Text Classifiers: Corrigendum and Additional Data.

[BibT_eX]

[DOI]

SIGIR Forum, 1995

Minutes - 1995 ACM SIGIR Annual Meeting.

[BibT_eX]

SIGIR Forum, 1995

The TREC-4 Filtering Track.

[BibT_eX]

[DOI]

Proceedings of The Fourth Text REtrieval Conference, 1995

Evaluating and Optimizing Autonomous Text Classification Systems.

[BibT_eX]

[DOI]

Proceedings of the SIGIR'95, 1995

1994

Guest Editorial - Special Issue on Text Categorization.

[BibT_eX]

Philip J. Hayes

ACM Trans. Inf. Syst., 1994

TREC-3 Ad-Hoc, Routing Retrieval and Thresholding Experiments using PIRCS.

[BibT_eX]

[DOI]

K. L. Kwok

Laszlo Grunfeld

Proceedings of The Third Text REtrieval Conference, 1994

A Sequential Algorithm for Training Text Classifiers.

[BibT_eX]

[DOI]

William A. Gale

Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, 1994

Heterogeneous Uncertainty Sampling for Supervised Learning.

[BibT_eX]

[DOI]

Jason Catlett

Proceedings of the Machine Learning, 1994

Fax: An Alternative to SGML.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Computational Linguistics, 1994

1993

Evaluating Message Understanding Systems: An Analysis of the Third Message Understanding Conference (MUC-3).

[BibT_eX]

Nancy Chinchor

Lynette Hirschman

Comput. Linguistics, 1993

1992

Use of Natural Language Processing at TREC.

[BibT_eX]

[DOI]

Alan F. Smeaton

Proceedings of The First Text REtrieval Conference, 1992

An Evaluation of Phrasal and Clustered Representations on a Text Categorization Task.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Copenhagen, 1992

Feature Selection and Feature Extract ion for Text Categorization.

[BibT_eX]

[DOI]

Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Harriman, 1992

Text filtering in MUC-3 and MUC-4.

[BibT_eX]

[DOI]

Richard M. Tong

Proceedings of the 4th Conference on Message Understanding, 1992

1991

The Use of Phrases and Structured Queries in Information Retrieval.

[BibT_eX]

[DOI]

Howard R. Turtle

Proceedings of the 14th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Chicago, 1991

Evaluating Text Categorization I.

[BibT_eX]

[DOI]

Proceedings of the Speech and Natural Language, 1991

Data extraction as text categorization: an experiment with the MUC-3 corpus.

[BibT_eX]

[DOI]

Proceedings of the 3rd Conference on Message Understanding, 1991

Learning in Intelligent Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop (ML91), 1991

1990

Term Clustering of Syntactic Phrases.

[BibT_eX]

[DOI]

Proceedings of the SIGIR'90, 1990

Representation Quality in Text Classification: An Introduction and Experiment.

[BibT_eX]

[DOI]

Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Hidden Valley, 1990

1989

Language-oriented information retrieval.

[BibT_eX]

[DOI]

Nehru Bhandaru

Int. J. Intell. Syst., 1989

1987

An Approach to Natural Language Processing for Document Retrieval.

[BibT_eX]

[DOI]