Qiao Jin | DeepAI

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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...

0 Qiao Jin, et al. ∙

∙ 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...

0 Qiao Jin, et al. ∙

∙ 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...

0 Qiao Jin, et al. ∙

∙ 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 ...

0 Ruixuan Sun, et al. ∙

∙ 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...

0 Shubo Tian, et al. ∙

∙ 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...

0 Qiao Jin, et al. ∙

∙ 04/10/2023

LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search

Queries with similar information needs tend to have similar document cli...

0 Qiao Jin, et al. ∙

∙ 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...

0 Zheng Yuan, et al. ∙

∙ 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...

13 Zhengyun Zhao, et al. ∙

∙ 05/31/2021

DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction

Knowledge Graph has been proven effective in modeling structured informa...

0 Dejie Chang, et al. ∙

∙ 02/10/2021

Biomedical Question Answering: A Comprehensive Review

Question Answering (QA) is a benchmark Natural Language Processing (NLP)...

0 Qiao Jin, et al. ∙

∙ 10/12/2020

Predicting Clinical Trial Results by Implicit Evidence Integration

Clinical trials provide essential guidance for practicing Evidence-Based...

0 Qiao Jin, et al. ∙

∙ 09/13/2019

PubMedQA: A Dataset for Biomedical Research Question Answering

We introduce PubMedQA, a novel biomedical question answering (QA) datase...

0 Qiao Jin, et al. ∙

∙ 06/08/2019

Deep Contextualized Biomedical Abbreviation Expansion

Automatic identification and expansion of ambiguous abbreviations are es...

0 Qiao Jin, et al. ∙

∙ 04/03/2019

Probing Biomedical Embeddings from Language Models

Contextualized word embeddings derived from pre-trained language models ...

0 Qiao Jin, et al. ∙

∙ 04/16/2018

Neural Models for Reasoning over Multiple Mentions using Coreference

Many problems in NLP require aggregating information from multiple menti...

0 Bhuwan Dhingra, et al. ∙

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