An Inference Model for Semantic Entailment in Natural Language. - Rodrigo de Salvo Braz; Roxana Girju; Vasin Punyakanok; Dan Roth 001; Mark Sammons (AAAI, 2005)

Demonstrating an Interactive Semantic Role Labeling System. - Vasin Punyakanok; Dan Roth 001; Mark Sammons; Wen-tau Yih (HLT/EMNLP, 2005)

Semantic and Logical Inference Model for Textual Entailment. - Dan Roth 001; Mark Sammons (ACL-PASCAL@ACL, 2007)

Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution. - Vivek Srikumar; Roi Reichart; Mark Sammons; Ari Rappoport; Dan Roth 001 (ACL, 2008)

A Framework for Entailed Relation Recognition. - Dan Roth 001; Mark Sammons; V. G. Vinod Vydiswaran (ACL/IJCNLP (2), 2009)

Relation Alignment for Textual Entailment Recognition. - Mark Sammons; V. G. Vinod Vydiswaran; Tim Vieira; Nikhil Johri; Ming-Wei Chang; Dan Goldwasser; Vivek Srikumar; Gourab Kundu; Yuancheng Tu; Kevin Small; Joshua S. Rule; Quang Do; et al. (TAC, 2009)

"Ask Not What Textual Entailment Can Do for You...". - Mark Sammons; V. G. Vinod Vydiswaran; Dan Roth 001 (ACL, 2010)

Textual Entailment. - Mark Sammons; Idan Szpektor; V. G. Vinod Vydiswaran (NAACL (Tutorial Abstracts), 2010)

Inference Protocols for Coreference Resolution. - Kai-Wei Chang; Rajhans Samdani; Alla Rozovskaya; Nick Rizzolo; Mark Sammons; Dan Roth 001 (CoNLL Shared Task, 2011)

University of Illinois System in HOO Text Correction Shared Task. - Alla Rozovskaya; Mark Sammons; Joshua Gioja; Dan Roth 001 (ENLG, 2011)

The UI System in the HOO 2012 Shared Task on Error Correction. - Alla Rozovskaya; Mark Sammons; Dan Roth 001 (BEA@NAACL-HLT, 2012)

Illinois-Coref: The UI System in the CoNLL-2012 Shared Task. - Kai-Wei Chang; Rajhans Samdani; Alla Rozovskaya; Mark Sammons; Dan Roth 001 (EMNLP-CoNLL Shared Task, 2012)

An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Pipelines). - James Clarke; Vivek Srikumar; Mark Sammons; Dan Roth 001 (LREC, 2012)

The University of Illinois System in the CoNLL-2013 Shared Task. - Alla Rozovskaya; Kai-Wei Chang; Mark Sammons; Dan Roth 001 (CoNLL Shared Task, 2013)

Illinois Cognitive Computation Group UI-CCG TAC 2013 Entity Linking and Slot Filler Validation Systems. - Xiao Cheng; Bingling Chen; Rajhans Samdani; Kai-Wei Chang; Zhiye Fei; Mark Sammons; John Wieting; Subhro Roy; Chizheng Wang; Dan Roth 001 (TAC, 2013)

Recognizing Textual Entailment: Models and Applications - Ido Dagan; Dan Roth 001; Mark Sammons; Fabio Massimo Zanzotto (Recognizing Textual Entailment, 2013)

The Illinois-Columbia System in the CoNLL-2014 Shared Task. - Alla Rozovskaya; Kai-Wei Chang; Mark Sammons; Dan Roth 001; Nizar Habash (CoNLL Shared Task, 2014)

ILLINOISCLOUDNLP: Text Analytics Services in the Cloud. - Hao Wu 034; Zhiye Fei; Aaron Dai; Mark Sammons; Dan Roth 001; Stephen Mayhew 001 (LREC, 2014)

Improving a Pipeline Architecture for Shallow Discourse Parsing. - Yangqiu Song; Haoruo Peng; Parisa Kordjamshidi; Mark Sammons; Dan Roth 001 (CoNLL Shared Task, 2015)

Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems. - Mark Sammons; Haoruo Peng; Yangqiu Song; Shyam Upadhyay; Chen-Tse Tsai; Pavankumar Reddy; Subhro Roy; Dan Roth 001 (TAC, 2015)

EDISON: Feature Extraction for NLP, Simplified. - Mark Sammons; Christos Christodoulopoulos 001; Parisa Kordjamshidi; Daniel Khashabi; Vivek Srikumar; Dan Roth 001 (LREC, 2016)

Illinois CCG Entity Discovery and Linking, Event Nugget Detection and Co-reference, and Slot Filler Validation Systems for TAC 2016. - Chen-Tse Tsai; Stephen Mayhew 001; Haoruo Peng; Mark Sammons; Bhargav Mangipudi; Pavankumar Reddy; Dan Roth 001 (TAC, 2016)

The cybernetics thought collective project: Using computational methods to reveal intellectual context in archival material. - Bethany G. Anderson; Christopher J. Prom; Kevin Hamilton; James A. Hutchinson; Mark Sammons; Alex Dolski (IEEE BigData, 2017)

TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. - Mohamed Al-Badrashiny; Jason Bolton; Arun Tejasvi Chaganty; Kevin Clark; Craig Harman; Lifu Huang; Matthew Lamm; Jinhao Lei; Di Lu 003; Xiaoman Pan; Ashwin Paranjape; Ellie Pavlick; et al. (TAC, 2017)

UI CCG TAC-KBP2017 Submissions: Entity Discovery and Linking, and Event Nugget Detection and Co-reference. - Chase Duncan; Liang-Wei Chan; Haoruo Peng; Hao Wu 034; Shyam Upadhyay; Nitish Gupta; Chen-Tse Tsai; Mark Sammons; Dan Roth 001 (TAC, 2017)

Adapting to Learner Errors with Minimal Supervision. - Alla Rozovskaya; Dan Roth 001; Mark Sammons (Comput. Linguistics, 2017)

Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks. - Parisa Kordjamshidi; Sameer Singh 001; Daniel Khashabi; Christos Christodoulopoulos 001; Mark Sammons; Saurabh Sinha; Dan Roth 001 (CoRR, 2017)

On the Strength of Character Language Models for Multilingual Named Entity Recognition. - Xiaodong Yu 003; Stephen Mayhew 001; Mark Sammons; Dan Roth 001 (EMNLP, 2018)

CogCompNLP: Your Swiss Army Knife for NLP. - Daniel Khashabi; Mark Sammons; Ben Zhou; Tom Redman; Christos Christodoulopoulos 001; Vivek Srikumar; Nicholas Rizzolo; Lev-Arie Ratinov; Guanheng Luo; Quang Do; Chen-Tse Tsai; Subhro Roy; et al. (LREC, 2018)

Illinois CCG LoReHLT 2016 named entity recognition and situation frame systems. - Chen-Tse Tsai; Stephen Mayhew 001; Yangqiu Song; Mark Sammons; Dan Roth 001 (Mach. Transl., 2018)

Open-Domain Frame Semantic Parsing Using Transformers. - Aditya Kalyanpur; Or Biran; Tom Breloff; Jennifer Chu-Carroll; Ariel Diertani; Owen Rambow; Mark Sammons (CoRR, 2020)