Jay DeYoung
9 papers · 2013–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
evidence extraction
(3)
multi-document summarization
(3)
literature review
(2)
randomized controlled trial
(2)
clinical text mining
(1)
rationale extraction
(1)
machine reading comprehension
(1)
model interpretability
(1)
biomedical domain
(1)
interpretable model
(1)
model explanation
(1)
evaluation metric
(1)
automated evaluation
(1)
human evaluation
(1)
systematic review
(1)
automatic evaluation
(1)
shared task
(1)
clinical text
(1)
text-to-text generation
(1)
biomedical literature
(1)
Papers
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations
ACL 2023
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs
MLHC 2023
Overview of MSLR2022: A Shared Task on Multi-document Summarization for Literature Reviews
COLING 2022
MSˆ2: Multi-Document Summarization of Medical Studies
EMNLP 2021
ERASER: A Benchmark to Evaluate Rationalized NLP Models
ACL 2020
Evidence Inference 2.0: More Data, Better Models
ACL 2020
Inferring Which Medical Treatments Work from Reports of Clinical Trials
NAACL 2019
A Concrete Chinese NLP Pipeline
NAACL 2015
PARMA: A Predicate Argument Aligner
ACL 2013