Sheng Zhang

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authored 8 papers about 2 months ago

From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning

Paper • 2407.00902 • Published Jul 1, 2024 • 1

MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging

Paper • 2410.06542 • Published Oct 9, 2024

T-Rex: Text-assisted Retrosynthesis Prediction

Paper • 2401.14637 • Published Jan 26, 2024

From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond

Paper • 2411.03590 • Published Nov 6, 2024 • 10

Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Paper • 2403.08002 • Published Mar 12, 2024 • 1

Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning

Paper • 2502.19655 • Published Feb 27

Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection

Paper • 2503.11794 • Published Mar 14 • 1

X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains

Paper • 2505.03981 • Published May 6 • 14

authored 8 papers about 1 year ago

mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Paper • 2406.11839 • Published Jun 17, 2024 • 39

ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension

Paper • 1810.12885 • Published Oct 30, 2018

Knowledge-Rich Self-Supervision for Biomedical Entity Linking

Paper • 2112.07887 • Published Dec 15, 2021

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Paper • 2210.10341 • Published Oct 19, 2022 • 2

Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events

Paper • 2307.06439 • Published Jul 12, 2023 • 10

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

Paper • 2311.16452 • Published Nov 28, 2023 • 2

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

Paper • 2406.06573 • Published Jun 3, 2024 • 11

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Paper • 2406.09411 • Published Jun 13, 2024 • 20

authored 2 papers almost 2 years ago

UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Paper • 2308.03279 • Published Aug 7, 2023 • 23

Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Paper • 2308.02180 • Published Aug 4, 2023 • 10

authored 2 papers about 2 years ago

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Paper • 2306.00890 • Published Jun 1, 2023 • 11

Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing

Paper • 2303.00915 • Published Mar 2, 2023 • 6