BangLab-UdeM-Mila / NLP4MatSci-HoneyBee
This repository contains the implementation for our EMNLP 2023 paper: HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science
☆24Updated last year
Alternatives and similar repositories for NLP4MatSci-HoneyBee:
Users that are interested in NLP4MatSci-HoneyBee are comparing it to the libraries listed below
- ChemReasoner - Catalyst Discovery via Large Language Model-driven Reasoning☆37Updated last week
- This repository contains the dataset and code for our ACL'23 publication: "MatSci-NLP: Evaluating Scientific Language Models on Materials…☆14Updated last year
- Material Science Aware Language Model☆93Updated last year
- A pretrained BERT model on materials science literature☆52Updated 3 years ago
- ☆13Updated 11 months ago
- Large language models to generate stable crystals.☆92Updated 7 months ago
- How good are LLMs at chemistry?☆55Updated this week
- Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality …☆74Updated 2 months ago
- Call for participation in the impact of LLM for scientific discovery☆62Updated 9 months ago
- Chemist AI Agent for Developing Materials Datasets with Natural Language Prompts☆45Updated 2 months ago
- What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks☆133Updated 5 months ago
- ☆13Updated last year
- Predictive Chemistry Augmented with Text Retrieval☆18Updated 10 months ago
- Utility to compile string of chemical terms into data structure with chemical formula and composition☆13Updated 3 years ago
- ☆20Updated this week
- A repository for the LLM-Prop implementation☆32Updated 8 months ago
- Codes and models for "Semi-supervised machine-learning classification of materials synthesis procedures". (https://doi.org/10.1038/s41524…☆10Updated 2 years ago
- ☆21Updated 4 months ago
- [ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation☆95Updated last year
- BatteryBERT: A Pre-trained Language Model for Battery Database Enhancement☆25Updated 2 years ago
- EMNLP 2022 Demo "SynKB: Semantic Search for Chemical Synthesis Procedures"☆12Updated 2 years ago
- Associated Repository for "Translation between Molecules and Natural Language"☆162Updated last year
- Structured Chemistry Reasoning with Large Language Models☆31Updated 8 months ago
- The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning☆57Updated 10 months ago
- Official Implementation for <MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses>☆17Updated last week
- ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data☆73Updated 4 months ago
- Text-based modeling of materials.☆27Updated last month
- LimeSoup is a package to parse HTML or XML papers from different publishers.☆19Updated 4 years ago
- ☆44Updated last month
- BayesOpt + LIFT☆66Updated 2 months ago