ChemFoundationModels / ChemLLMBench
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
☆139Updated 7 months ago
Alternatives and similar repositories for ChemLLMBench:
Users that are interested in ChemLLMBench are comparing it to the libraries listed below
- BioT5 (EMNLP 2023) and BioT5+ (ACL 2024 Findings)☆108Updated 6 months ago
- ☆42Updated 11 months ago
- [ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback☆153Updated 3 months ago
- Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality …☆79Updated 4 months ago
- InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery (COLING 2025)☆45Updated 3 months ago
- Associated Repository for "Translation between Molecules and Natural Language"☆172Updated last year
- ☆49Updated 9 months ago
- A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text☆28Updated 11 months ago
- Large language models to generate stable crystals.☆100Updated 9 months ago
- Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42…☆222Updated 2 months ago
- Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language☆95Updated 6 months ago
- Awesome-Biomolecule-Language-Cross-Modeling: a curated list of resources for paper "Leveraging Biomolecule and Natural Language through M…☆200Updated 4 months ago
- SciAssess is a comprehensive benchmark for evaluating Large Language Models' proficiency in scientific literature analysis across various…☆73Updated 5 months ago
- ☆81Updated 11 months ago
- Llamole: Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning☆15Updated 5 months ago
- Chemical-Reaction-Aware Molecule Representation Learning☆76Updated 2 years ago
- ChemReasoner - Catalyst Discovery via Large Language Model-driven Reasoning☆45Updated this week
- Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023☆37Updated 6 months ago
- ☆46Updated 2 years ago
- [ICML 2023] FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning☆21Updated 5 months ago
- [ACL 2024] ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining. by Zhiyuan Liu*, Yaoru…☆17Updated 6 months ago
- Must-read papers on NLP for science.☆58Updated last year
- The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning☆59Updated last year
- A comprehensive repository dedicated to the collection and exploration of studies utilizing Large Language Models for molecular design, p…☆39Updated last year
- [ICLR 2025] <MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses>☆31Updated 2 months ago
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆120Updated last year
- [COLING 2025]A curated paper list about LLMs for chemistry☆34Updated last week
- LLM for Drug Editing, ICLR 2024☆149Updated 9 months ago
- Repository for Text2Mol: Cross-Modal Molecular Retrieval with Natural Language Queries☆44Updated this week