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Collections including paper arxiv:2307.14334

Biomedical NLP papers

Papers posted on @[email protected] (Clinical, Healthcare & Biomedical NLP)

DILA: Dictionary Label Attention for Mechanistic Interpretability in High-dimensional Multi-label Medical Coding Prediction

Paper • 2409.10504 • Published 18 days ago • 1
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications

Paper • 2409.07314 • Published 23 days ago • 50
MultiMed: Massively Multimodal and Multitask Medical Understanding

Paper • 2408.12682 • Published Aug 22
Towards Evaluating and Building Versatile Large Language Models for Medicine

Paper • 2408.12547 • Published Aug 22

Foundation models

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

Paper • 2401.12208 • Published Jan 22 • 21
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Paper • 2402.05195 • Published Feb 7 • 18
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter

Paper • 2402.10896 • Published Feb 16 • 14
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning

Paper • 2402.11690 • Published Feb 18 • 7

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 • 2
Towards Generalist Biomedical AI

Paper • 2307.14334 • Published Jul 26, 2023 • 12
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
Do We Still Need Clinical Language Models?

Paper • 2302.08091 • Published Feb 16, 2023 • 3
Advancing Multimodal Medical Capabilities of Gemini

Paper • 2405.03162 • Published May 6 • 1
The impact of using an AI chatbot to respond to patient messages

Paper • 2310.17703 • Published Oct 26, 2023 • 5

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 6 days ago • 26.9k • 199
vinid/plip

Zero-Shot Image Classification • Updated Mar 31, 2023 • 15.5k • 37
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