DeYoung, Jay
- ERASER: A Benchmark to Evaluate Rationalized NLP Models
2019/11/08 by DeYoung, Jay, Jain, Sarthak, Rajani, Nazneen Fatema +4 · 33 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MS2: Multi-Document Summarization of Medical Studies
2021/04/13 by Jay DeYoung, Iz Beltagy, DeYoung, Jay +7 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Inferring Which Medical Treatments Work from Reports of Clinical Trials
2019/04/02 by Lehman, Eric, DeYoung, Jay, Barzilay, Regina +1 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Do Multi-Document Summarization Models Synthesize?
2023/01/31 by Jay DeYoung, Stephanie C. Martinez, DeYoung, Jay +5 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations
2023/05/23 by Lucy Lu Wang, Wang, Lucy Lu, Yulia Otmakhova +11 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Evidence Inference 2.0: More Data, Better Models
2020/05/08 by DeYoung, Jay, Lehman, Eric, Nye, Ben +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences