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09/08/2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Selecting the “right” amount of information to include in a summary is a...
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02/16/2023
Do We Still Need Clinical Language Models?
Although recent advances in scaling large language models (LLMs) have re...
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06/06/2022
Learning to Ask Like a Physician
Existing question answering (QA) datasets derived from electronic health...
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04/15/2021
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
Large Transformers pretrained over clinical notes from Electronic Health...
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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