Emilia Farcas

5 papers · 2021–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

ACL (2) NAACL (2) COLING (1)

Top co-authors

Ndapa Nakashole (5) Khalil Mrini (5) Franck Dernoncourt (4) Walter Chang (3) Seunghyun Yoon (3) Trung Bui (3) Harpreet Singh (1) Walter W. Chang (1)

Research topics

Natural Language Processing (4) Applications (4) Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Healthcare & Medicine (2) Application Areas (2) Architectures (2) Clinical (2) Generation (2) Learning Types (2) Core AI (1) Learning Paradigms (1) Understanding (1)

Keywords

question summarization (4) recognizing question entailment (2) transfer learning (2) medical question answering (2) answer sentence selection (2) information retrieval (1) text summarization (1) question understanding (1) parameter sharing (1) semantic retrieval (1) knowledge grounding (1) tree-structured model (1) question entailment (1) medical dialogue (1) medical summarization (1) semantic relatedness (1) syntactic parse tree (1) semantic self-supervision (1) consumer health question (1) medical question understanding (1)

Papers

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 Joint Summarization-Entailment Optimization for Consumer Health Question Understanding NAACL 2021 Recursive Tree-Structured Self-Attention for Answer Sentence Selection ACL 2021 UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021