Jay DeYoung

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 23

Top Topics

Automatic Summarization

Literature Review

Named Entity Recognition

Top Venues

Publications

Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey Kuehl, Erin Bransom, Byron C. Wallace
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations. ACL (1) (2023)
Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey E. Kuehl, Erin Bransom, Byron C. Wallace
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations. CoRR (2023)
Somin Wadhwa, Jay DeYoung, Benjamin E. Nye, Silvio Amir, Byron C. Wallace
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs. MLHC (2023)
Jay DeYoung, Stephanie C. Martinez, Iain James Marshall, Byron C. Wallace
Do Multi-Document Summarization Models Synthesize? CoRR (2023)
Somin Wadhwa, Jay DeYoung, Benjamin E. Nye, Silvio Amir, Byron C. Wallace
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs. CoRR (2023)
Lucy Lu Wang, Jay DeYoung, Byron C. Wallace
Overview of MSLR2022: A Shared Task on Multi-document Summarization for Literature Reviews. SDP@COLING (2022)
Jay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade
Entity Anchored ICD Coding. AMIA (2022)
Jay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade
Entity Anchored ICD Coding. CoRR (2022)
Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Lu Wang
MS2: Multi-Document Summarization of Medical Studies. CoRR (2021)
Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Lu Wang
MS\^2: Multi-Document Summarization of Medical Studies. EMNLP (1) (2021)
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
ERASER: A Benchmark to Evaluate Rationalized NLP Models. ACL (2020)
Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
Evidence Inference 2.0: More Data, Better Models. BioNLP (2020)
Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
Evidence Inference 2.0: More Data, Better Models. CoRR (2020)
Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations. CoRR (2020)
Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace
Inferring Which Medical Treatments Work from Reports of Clinical Trials. NAACL-HLT (1) (2019)
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
ERASER: A Benchmark to Evaluate Rationalized NLP Models. CoRR (2019)
Rabih Zbib, Lingjun Zhao, Damianos G. Karakos, William Hartmann, Jay DeYoung, Zhongqiang Huang, Zhuolin Jiang, Noah Rivkin, Le Zhang, Richard M. Schwartz, John Makhoul
Neural-Network Lexical Translation for Cross-lingual IR from Text and Speech. SIGIR (2019)
Eric Lehman, Jay DeYoung, Regina Barzilay, Byron C. Wallace
Inferring Which Medical Treatments Work from Reports of Clinical Trials. CoRR (2019)
Ryan Gabbard, Jay DeYoung, Constantine Lignos, Marjorie Freedman, Ralph M. Weischedel
Combining rule-based and statistical mechanisms for low-resource named entity recognition. Mach. Transl. 32 (1-2) (2018)
Ryan Gabbard, Jay DeYoung, Marjorie Freedman
Events Beyond ACE: Curated Training for Events. CoRR (2018)
Jay DeYoung, Yee Seng Chan, Chinnu Pittapally, Hannah Provenza, Ryan Gabbard, Marjorie Freedman
BBN's 2017 KBP EAL Submission. TAC (2017)
Manaj Srivastava, David Trupiano, David Akodes, Ilana Heintz, Hannah Provenza, Bonan Min, Jay DeYoung, Lance A. Ramshaw, Roger Bock
Adept Automatic Knowledge Discovery System for Cold Start Knowledge Base Population. TAC (2017)
Mark Dredze, Nicholas Andrews, Jay DeYoung
Twitter at the Grammys: A Social Media Corpus for Entity Linking and Disambiguation. SocialNLP@EMNLP (2016)
Nanyun Peng, Francis Ferraro, Mo Yu, Nicholas Andrews, Jay DeYoung, Max Thomas, Matthew R. Gormley, Travis Wolfe, Craig Harman, Benjamin Van Durme, Mark Dredze
A Concrete Chinese NLP Pipeline. HLT-NAACL (2015)
Travis Wolfe, Benjamin Van Durme, Mark Dredze, Nicholas Andrews, Charley Beller, Chris Callison-Burch, Jay DeYoung, Justin Snyder, Jonathan Weese, Tan Xu, Xuchen Yao
PARMA: A Predicate Argument Aligner. ACL (2) (2013)