blender-nlp / MolT5Links
Associated Repository for "Translation between Molecules and Natural Language"
☆191Updated 2 years ago
Alternatives and similar repositories for MolT5
Users that are interested in MolT5 are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback☆181Updated 11 months ago
- BioT5 (EMNLP 2023) and BioT5+ (ACL 2024 Findings)☆122Updated last year
- Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Profession…☆90Updated 2 years ago
- Chemical-Reaction-Aware Molecule Representation Learning☆81Updated 3 years ago
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆135Updated last year
- Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023☆45Updated last year
- ☆49Updated 3 years ago
- Repository for Text2Mol: Cross-Modal Molecular Retrieval with Natural Language Queries☆48Updated 8 months ago
- Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)☆204Updated 3 years ago
- ☆51Updated last year
- ☆277Updated 8 months ago
- Transformer-based model for chemical reactions☆90Updated 7 months ago
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)☆55Updated last year
- A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text☆34Updated last month
- [ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding☆149Updated 9 months ago
- Must-read papers on NLP for science.☆57Updated 2 years ago
- Implementation of Retrosynthesis Prediction with Conditional Graph Logic Network☆134Updated 3 years ago
- ☆51Updated 5 years ago
- Official Code for What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks (In NeurIPS 2023)☆163Updated last year
- ☆11Updated 4 years ago
- Awesome-Biomolecule-Language-Cross-Modeling: a curated list of resources for paper "Leveraging Biomolecule and Natural Language through M…☆236Updated this week
- MolRep: A Deep Representation Learning Library for Molecular Property Prediction☆129Updated last year
- Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language☆106Updated last year
- [ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)☆216Updated 2 years ago
- The official implementation of dual-view molecule pre-training.☆43Updated 4 years ago
- Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42…☆246Updated 5 months ago
- Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023☆129Updated last year
- [ICLR 2023] "Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules"☆128Updated 2 years ago
- Official repository for MolCRAFT series☆134Updated last month
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆120Updated last year