Eric Lehman

7 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

❓ The Questioner 📈 Trend Setter

Venues

ACL (3) NAACL (3) EMNLP (1)

Top co-authors

Byron C. Wallace (3) Jay DeYoung (3) Byron Wallace (2) Preethi Raghavan (2) Sarthak Jain (2) Peter Szolovits (2) Yoav Goldberg (1) Noemie Elhadad (1) Regina Barzilay (1) Cindy Y. Chang (1)

Research topics

Natural Language Processing (6) Applications (4) Artificial Intelligence (3) Core AI (3) Healthcare & Medicine (2) Clinical (2) Deep Learning (1) Models (1) Resources & Methods (1) Understanding (1)

Keywords

evidence extraction (2) machine reading comprehension (2) large language model (2) electronic health record (2) question answering (2) text summarization (1) rationale extraction (1) question generation (1) model interpretability (1) interpretable model (1) model explanation (1) randomized controlled trial (1) entity extraction (1) model extraction (1) abstractive summarization (1) systematic review (1) clinical text (1) automated scoring (1) clinical nlp (1) nlp benchmark (1)

Papers

From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting EMNLP 2023 Learning to Ask Like a Physician NAACL 2022 Towards Generalizable Methods for Automating Risk Score Calculation ACL 2022 Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 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