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07/27/2023
Matching Patients to Clinical Trials with Large Language Models
Clinical trials are vital in advancing drug development and evidence-bas...
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07/18/2023
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence
Biomedical research yields a wealth of information, much of which is onl...
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07/02/2023
BioCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval
Information retrieval (IR) is essential in biomedical knowledge acquisit...
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06/20/2023
Less Can Be More: Exploring Population Rating Dispositions with Partitioned Models in Recommender Systems
In this study, we partition users by rating disposition - looking first ...
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06/15/2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health
ChatGPT has drawn considerable attention from both the general public an...
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04/19/2023
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information
While large language models (LLMs) have been successfully applied to var...
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04/10/2023
LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search
Queries with similar information needs tend to have similar document cli...
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03/01/2023
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training
Vision-and-language multi-modal pretraining and fine-tuning have shown g...
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02/28/2022
PMC-Patients: A Large-scale Dataset of Patient Notes and Relations Extracted from Case Reports in PubMed Central
We present PMC-Patients, a dataset consisting of 167k patient notes with...
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05/31/2021
DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction
Knowledge Graph has been proven effective in modeling structured informa...
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02/10/2021
Biomedical Question Answering: A Comprehensive Review
Question Answering (QA) is a benchmark Natural Language Processing (NLP)...
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10/12/2020
Predicting Clinical Trial Results by Implicit Evidence Integration
Clinical trials provide essential guidance for practicing Evidence-Based...
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09/13/2019
PubMedQA: A Dataset for Biomedical Research Question Answering
We introduce PubMedQA, a novel biomedical question answering (QA) datase...
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06/08/2019
Deep Contextualized Biomedical Abbreviation Expansion
Automatic identification and expansion of ambiguous abbreviations are es...
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04/03/2019
Probing Biomedical Embeddings from Language Models
Contextualized word embeddings derived from pre-trained language models ...
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04/16/2018