Paureel / LLM-SCI-GEN
Papers about scientific hypothesis generation with large language models (LLMs).
☆39Updated last week
Related projects ⓘ
Alternatives and complementary repositories for LLM-SCI-GEN
- BioDiscoveryAgent is an LLM-based AI agent for closed-loop design of genetic perturbation experiments☆24Updated this week
- BioT5 (EMNLP 2023) and BioT5+ (ACL 2024 Findings)☆96Updated 2 months ago
- Code for CTO: A Large Clinical Trial Outcome and QA Dataset☆17Updated last week
- Data from BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology paper☆22Updated 4 months ago
- Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language☆91Updated 2 months ago
- ICLR'24 | BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs☆64Updated 6 months ago
- [COLM'24] We propose Protein Chain of Thought (ProCoT), which replicates the biological mechanism of signaling pathways as language promp…☆50Updated last month
- Code implementation for paper "Can Large Language Models Empower Molecular Property Prediction?"☆38Updated last year
- LitQA Eval: A difficult set of scientific questions that require context of full-text research papers to answer☆35Updated 4 months ago
- The Open Source Code for LLM4SD (Large Language Models for Scientific Synthesis, Inference and Explanation)☆30Updated 3 weeks ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆65Updated last month
- GraphAny: A foundation model for node classification on any graph.☆115Updated 5 months ago
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆68Updated 7 months ago
- What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks☆127Updated 3 months ago
- Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42…☆208Updated 3 months ago
- ☆35Updated 3 weeks ago
- Source code of MOLLEO☆32Updated 4 months ago
- LLM for Drug Editing, ICLR 2024☆141Updated 5 months ago
- Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks☆22Updated last month
- ☆49Updated 5 months ago
- ☆30Updated last year
- The code for "Learning Molecular Representation in a Cell"☆13Updated last month
- TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design☆144Updated 6 months ago
- ☆70Updated 7 months ago
- ☆107Updated 2 months ago
- ☆41Updated 7 months ago
- Knowledge-enhanced learned representation enriches protein sequence and SMILES drug databases with a large Knowledge Graph fused from dif…☆51Updated last week
- Awesome-Biomolecule-Language-Cross-Modeling: a curated list of resources for paper "Leveraging Biomolecule and Natural Language through M…☆166Updated last week
- [NeurIPS 2023] Official codes of "MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data"☆26Updated 5 months ago