Dina Demner-Fushman
31 papers · 2005–2025 · 7 venues · across top CS/AI venues
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Top co-authors
Research topics
Natural Language Processing
(20)
Healthcare & Medicine
(12)
Applications
(12)
Clinical
(12)
Machine Learning
(10)
Artificial Intelligence
(8)
Generation
(8)
Deep Learning
(7)
Core AI
(7)
Application Areas
(6)
Resources & Methods
(6)
Computer Vision
(4)
Domain-Specific
(3)
Learning Types
(3)
Models
(3)
Keywords
question answering
(5)
medical question answering
(4)
large language model
(4)
natural language inference
(3)
abstractive summarization
(3)
information retrieval
(3)
few-shot learning
(3)
question summarization
(3)
question entailment
(2)
natural language generation
(2)
zero-shot learning
(2)
medical domain
(2)
medical imaging
(2)
electronic health record
(2)
multimodal learning
(2)
text summarization
(2)
medical nlp
(2)
text generation
(2)
textual entailment
(2)
evidence retrieval
(2)
Papers
Can Large Language Models Accurately Generate Answer Keys for Health-related Questions?
ACL 2025
JEBS: A Fine-grained Biomedical Lexical Simplification Task
ACL 2025
Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records
ACL 2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering
ACL 2025
Will Gen Z users look for evidence to verify QA System-generated answers?
NAACL 2025
A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation
ACL 2024
Pedagogically Aligned Objectives Create Reliable Automatic Cloze Tests
NAACL 2024
Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches
COLING 2024
Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering
ACL 2022
Evidence-based Fact-Checking of Health-related Claims
EMNLP 2021
Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain
NAACL 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards
ACL 2021
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization
EMNLP 2020
Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization
COLING 2020
HOLMS: Alternative Summary Evaluation with Large Language Models
COLING 2020
Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning
EMNLP 2020
Visual Question Generation from Radiology Images
ACL 2020
On the Summarization of Consumer Health Questions
ACL 2019
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question Answering
ACL 2019
Proceedings of the 18th BioNLP Workshop and Shared Task
ACL 2019
Proceedings of the BioNLP 2018 workshop
ACL 2018
NLM_NIH at SemEval-2017 Task 3: from Question Entailment to Question Similarity for Community Question Answering
SemEval 2017
TextFlow: A Text Similarity Measure based on Continuous Sequences
ACL 2017
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature
COLING 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
CVPR 2016
Automatic Extraction of Lexico-Syntactic Patterns for Detection of Negation and Speculation Scopes
ACL 2011
Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution
NAACL 2009
Using Non-Lexical Features to Identify Effective Indexing Terms for Biomedical Illustrations
EACL 2009
Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering
ACL 2006
Will Pyramids Built of Nuggets Topple Over?
NAACL 2006
Automatically Evaluating Answers to Definition Questions
EMNLP 2005