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05/05/2023
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs
Results from Randomized Controlled Trials (RCTs) establish the comparati...
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01/31/2023
Do Multi-Document Summarization Models Synthesize?
Multi-document summarization entails producing concise synopses of colle...
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08/15/2022
Entity Anchored ICD Coding
Medical coding is a complex task, requiring assignment of a subset of ov...
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04/13/2021
MS2: Multi-Document Summarization of Medical Studies
To assess the effectiveness of any medical intervention, researchers mus...
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10/07/2020
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations
The best evidence concerning comparative treatment effectiveness comes f...
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05/08/2020
Evidence Inference 2.0: More Data, Better Models
How do we most effectively treat a disease or condition? Ideally, we cou...
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11/08/2019
ERASER: A Benchmark to Evaluate Rationalized NLP Models
State-of-the-art models in NLP are now predominantly based on deep neura...
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04/02/2019
Inferring Which Medical Treatments Work from Reports of Clinical Trials
How do we know if a particular medical treatment actually works? Ideally...
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09/14/2018