JayJhaveri1906 / CSE291_MedLMLinks
Automated systems are crucial for summarizing medical information. Large Language Models (LLMs) show promise in healthcare, specifically for Closed-Book Generative QnA. This study compares general and medical-specific LMs, evaluates their performance in medical Q&A, and provides insights into their suitability for medical applications.
☆14Updated last year
Alternatives and similar repositories for CSE291_MedLM
Users that are interested in CSE291_MedLM are comparing it to the libraries listed below
Sorting:
- Enhancing Medical Question-Answering System through Advanced Information Retrieval Strategies☆24Updated 2 months ago
- A code repository that cointains all the code for finetuning some of the popular LLMs on medical data☆68Updated last year
- Large language model of Medical AI, General Medical AI (GMAI)☆17Updated last year
- Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.☆60Updated 2 years ago
- ☆129Updated last year
- ☆94Updated 10 months ago
- [ML4H'25] m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning in Large Language Models☆47Updated 8 months ago
- Code for Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records☆23Updated last year
- Medical domain-focused GPT-2 fine-tuning, optimization, and lightweighting research repository (compared to GPT-4).☆38Updated last year
- A large-scale (194k), Multiple-Choice Question Answering (MCQA) dataset designed to address realworld medical entrance exam questions.☆248Updated 3 years ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆117Updated 11 months ago
- Clinical NLP Shared Task @ NAACL'24☆37Updated 4 months ago
- [ACL 2024 Findings] MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning https://arxiv.org/abs/2311.10537☆303Updated last year
- LLMEval☆11Updated last year
- RAG Based LLM Chatbot Built using Open Source Stack (Llama 3.2 Model, BGE Embeddings, and Qdrant running locally within a Docker Containe…☆14Updated 11 months ago
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆38Updated last year
- OLAPH: Improving Factuality in Biomedical Long-form Question Answering☆37Updated last year
- ☆34Updated last year
- A collection of interesting links, articles, research papers and projects related to knowledge graphs, GenAI and LLMs (large language mod…☆25Updated last year
- Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project …☆87Updated 2 years ago
- ☆37Updated 6 months ago
- ☆41Updated 6 months ago
- MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs☆245Updated 6 months ago
- ☆48Updated 9 months ago
- ☆20Updated 4 years ago
- ☆15Updated 5 months ago
- ☆56Updated 2 years ago
- Official codes for EMNLP 2024 paper "Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models"☆37Updated last year
- The repository contains the code and dataset for the Socratic Debugging task which is a novel task for Socratically Questioning Novice De…☆19Updated last year
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆111Updated last year