NLM/DIR BioNLP Group

https://www.ncbi.nlm.nih.gov/research/bionlp/

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qiaojin

authored 20 papers 3 months ago

PubMedQA: A Dataset for Biomedical Research Question Answering

Paper • 1909.06146 • Published Sep 13, 2019

BioCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval

Paper • 2307.00589 • Published Jul 2, 2023 • 1

PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical Knowledge

Paper • 2401.11048 • Published Jan 19, 2024 • 2

Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science

Paper • 2402.04247 • Published Feb 6, 2024 • 2

PMC-Patients: A Large-scale Dataset of Patient Notes and Relations Extracted from Case Reports in PubMed Central

Paper • 2202.13876 • Published Feb 28, 2022

Benchmarking Retrieval-Augmented Generation for Medicine

Paper • 2402.13178 • Published Feb 20, 2024 • 8

Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions

Paper • 2408.00727 • Published Aug 1, 2024 • 2

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Paper • 2409.15277 • Published Sep 23, 2024 • 39

A foundation model for human-AI collaboration in medical literature mining

Paper • 2501.16255 • Published Jan 27 • 1

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

Paper • 2412.15271 • Published Dec 17, 2024 • 1

Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine

Paper • 2411.14487 • Published Nov 20, 2024

Matching Patients to Clinical Trials with Large Language Models

Paper • 2307.15051 • Published Jul 27, 2023

Humans Continue to Outperform Large Language Models in Complex Clinical Decision-Making: A Study with Medical Calculators

Paper • 2411.05897 • Published Nov 8, 2024

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

Paper • 2411.02523 • Published Nov 1, 2024

Accelerating Clinical Evidence Synthesis with Large Language Models

Paper • 2406.17755 • Published Jun 25, 2024

Adversarial Attacks on Large Language Models in Medicine

Paper • 2406.12259 • Published Jun 18, 2024

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations

Paper • 2406.12036 • Published Jun 17, 2024 • 1

Shadow and Light: Digitally Reconstructed Radiographs for Disease Classification

Paper • 2406.03688 • Published Jun 6, 2024

GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases

Paper • 2405.16205 • Published May 25, 2024

Closing the gap between open-source and commercial large language models for medical evidence summarization

Paper • 2408.00588 • Published Jul 25, 2024