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Collections including paper arxiv:2307.14334

Biomedical NLP papers

Papers posted on @ArxivHealthcareNLP@sigmoid.social (Clinical, Healthcare & Biomedical NLP)

OLAPH: Improving Factuality in Biomedical Long-form Question Answering

Paper • 2405.12701 • Published 12 days ago • 1
COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain

Paper • 2405.10893 • Published 16 days ago
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser

Paper • 2405.09153 • Published 18 days ago
MedConceptsQA -- Open Source Medical Concepts QA Benchmark

Paper • 2405.07348 • Published 21 days ago

Foundation models

CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation

Paper • 2401.12208 • Published Jan 22 • 20
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7 • 16
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter

Paper • 2402.10896 • Published Feb 16 • 13
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning

Paper • 2402.11690 • Published Feb 18 • 6

Medical Foundation Models Evaluation

A collection of work on evaluating LLMs and Foundation Models on medical tasks (e.g., Medical Question Answering, etc.)

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Paper • 2311.16452 • Published Nov 28, 2023 • 1
Towards Generalist Biomedical AI

Paper • 2307.14334 • Published Jul 26, 2023 • 10
Almanac: Retrieval-Augmented Language Models for Clinical Medicine

Paper • 2303.01229 • Published Mar 1, 2023 • 1

Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries

Paper • 2310.13132 • Published Oct 19, 2023 • 8
The impact of using an AI chatbot to respond to patient messages

Paper • 2310.17703 • Published Oct 26, 2023 • 5
Clinical Camel: An Open-Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

Paper • 2305.12031 • Published May 19, 2023 • 5
ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge

Paper • 2303.14070 • Published Mar 24, 2023 • 9

Biomedical Vision-Language Models (VLMs)

Some of my favorite biomedical vision-language models

med-flamingo/med-flamingo

Updated Aug 1, 2023 • 52
microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224

Zero-Shot Image Classification • Updated Jan 14 • 29.7k • 156
vinid/plip

Zero-Shot Image Classification • Updated Mar 31, 2023 • 41.5k • 32
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