SCIR-HI / MolTailor
Repository for AAAI 2024 paper "MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts"
☆22Updated last year
Alternatives and similar repositories for MolTailor:
Users that are interested in MolTailor are comparing it to the libraries listed below
- Repository for AAAI 2024 paper "From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecu…☆22Updated last year
- Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Profession…☆88Updated last year
- Repository for Text2Mol: Cross-Modal Molecular Retrieval with Natural Language Queries☆44Updated last month
- [EMNLP 2023] ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction.☆20Updated last year
- [RECOMB 2023] Official implementation of "Pisces: A combo-wise contrastive learning approach to synergistic drug combination prediction".☆14Updated last year
- BioT5 (EMNLP 2023) and BioT5+ (ACL 2024 Findings)☆112Updated 7 months ago
- ☆20Updated 7 months ago
- Code implementation for paper "Can Large Language Models Empower Molecular Property Prediction?"☆38Updated last year
- Code and Data for the paper: Graph Sampling-based Meta-Learning for Molecular Property Prediction [IJCAI2023]☆19Updated last year
- A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text☆30Updated last year
- ☆50Updated 11 months ago
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆120Updated last year
- ☆45Updated last year
- Awesome-Biomolecule-Language-Cross-Modeling: a curated list of resources for paper "Leveraging Biomolecule and Natural Language through M…☆208Updated 3 weeks ago
- The PyTorch implementation of MoMu, described in "Natural Language-informed Modeling of Molecule Graphs".☆27Updated last year
- The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning☆61Updated last year
- [BIB 2023] Official implementation of "R2-DDI: Relation-aware Feature Refinement for Drug-drug Interaction Prediction".☆13Updated last year
- [ICML 2024] Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation☆24Updated 8 months ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆89Updated last year
- ☆11Updated 3 years ago
- The official implementation of dual-view molecule pre-training.☆41Updated 3 years ago
- [ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback☆158Updated 4 months ago
- This repository contains information on the creation, evaluation, and benchmark models for the L+M-24 Dataset. L+M-24 will be featured as…☆27Updated 3 months ago
- What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks☆146Updated 9 months ago
- ☆13Updated 6 months ago
- [ACL 2024] ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining. by Zhiyuan Liu*, Yaoru…☆18Updated 8 months ago
- Official implementation for Learning Invariant Molecular Representation in Latent Discrete Space (NeurIPS 2023)☆21Updated last year
- Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023☆38Updated 8 months ago
- Associated Repository for "Translation between Molecules and Natural Language"☆175Updated last year
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)☆52Updated 11 months ago