Paureel / LLM-SCI-GEN
Papers about scientific hypothesis generation with large language models (LLMs).
☆52Updated 3 months ago
Alternatives and similar repositories for LLM-SCI-GEN:
Users that are interested in LLM-SCI-GEN are comparing it to the libraries listed below
- BioDiscoveryAgent is an LLM-based AI agent for closed-loop design of genetic perturbation experiments☆32Updated 2 months ago
- This is the official repository for HypoGeniC (Hypothesis Generation in Context) and HypoRefine, which are automated, data-driven tools t…☆53Updated this week
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆78Updated last month
- A virtual lab of LLM agents for science research☆127Updated this week
- Code for CTO: A Large Clinical Trial Outcome and QA Dataset☆21Updated last week
- Data from BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology paper☆23Updated 7 months ago
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆74Updated 10 months ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆123Updated 2 weeks ago
- BioT5 (EMNLP 2023) and BioT5+ (ACL 2024 Findings)☆103Updated 5 months ago
- Evaluation dataset for AI systems intended to benchmark capabilities foundational to scientific research in biology☆33Updated this week
- Graph Self-Supervised Learning Toolkit☆18Updated last month
- [COLM'24] We propose Protein Chain of Thought (ProCoT), which replicates the biological mechanism of signaling pathways as language promp…☆55Updated last month
- LitQA Eval: A difficult set of scientific questions that require context of full-text research papers to answer☆37Updated 2 months ago
- Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks☆23Updated 2 months ago
- The Open Source Code for LLM4SD (Large Language Models for Scientific Synthesis, Inference and Explanation)☆32Updated last month
- ChatCell: Facilitating Single-Cell Analysis with Natural Language☆48Updated last year
- LC-PLM: long-context protein language model based on BiMamba-S architecture☆15Updated last month
- ☆130Updated 5 months ago
- Agent framework for constructing language model agents and training on constructive tasks.☆63Updated this week
- ICLR'24 | BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs☆65Updated 9 months ago
- ☆33Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆46Updated last month
- ☆14Updated 5 months ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆182Updated 8 months ago
- ☆33Updated last year
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆38Updated 3 months ago
- End-to-End Ontology Learning with Large Language Models, NeurIPS 2024.☆18Updated 3 months ago
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆109Updated 8 months ago
- ☆27Updated 7 months ago
- Gymnasium framework for training language model agents on constructive tasks☆143Updated this week