BangLab-UdeM-Mila / NLP4MatSci-ACL23Links
This repository contains the dataset and code for our ACL'23 publication: "MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling"
☆15Updated last year
Alternatives and similar repositories for NLP4MatSci-ACL23
Users that are interested in NLP4MatSci-ACL23 are comparing it to the libraries listed below
Sorting:
- This repository contains the implementation for our EMNLP 2023 paper: HoneyBee: Progressive Instruction Finetuning of Large Language Mode…☆27Updated last year
- Utility to compile string of chemical terms into data structure with chemical formula and composition☆13Updated 3 years ago
- ☆15Updated last year
- ☆15Updated last year
- Material Science Aware Language Model☆102Updated 2 years ago
- The largest KG for material science☆18Updated 7 months ago
- Codes and models for "Semi-supervised machine-learning classification of materials synthesis procedures". (https://doi.org/10.1038/s41524…☆10Updated 3 years ago
- A pretrained BERT model on materials science literature☆62Updated 3 years ago
- ☆22Updated 5 months ago
- LimeSoup is a package to parse HTML or XML papers from different publishers.☆20Updated 4 years ago
- ☆13Updated last year
- Chemist AI Agent for Developing Materials Datasets with Natural Language Prompts☆51Updated 7 months ago
- Public release of data and code for materials synthesis generation☆75Updated 2 years ago
- Repository for the EMNLP 2023 Demo Paper "Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data"☆18Updated 5 months ago
- [ICLR 2025] <MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses>☆43Updated last week
- ☆24Updated 9 months ago
- ChemReasoner - Catalyst Discovery via Large Language Model-driven Reasoning☆50Updated last month
- The official code respository for "Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding" (ICLR 2024)☆19Updated 3 months ago
- Common NLP (text mining) tools for materials science and chemistry, for groups at Lawrence Berkeley National Lab (LBNL) and beyond.☆22Updated 2 years ago
- Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality …☆88Updated 2 weeks ago
- Call for participation in the impact of LLM for scientific discovery☆73Updated last year
- Code to access the Matscholar public API.☆64Updated 4 years ago
- Text-based modeling of materials.☆32Updated 7 months ago
- EMNLP 2022 Demo "SynKB: Semantic Search for Chemical Synthesis Procedures"☆15Updated 2 years ago
- ☆40Updated 3 months ago
- Large language models to generate stable crystals.☆104Updated last year
- ☆42Updated 3 months ago
- BatteryBERT: A Pre-trained Language Model for Battery Database Enhancement☆29Updated 2 years ago
- ☆10Updated 2 weeks ago
- [TMLR 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields☆37Updated 4 months ago