Omkar2118/datasets huggingface dataset:
DGL Version of OpenCatalyst (OC20) ISRE

We provide DGL compatible graphs in lmdb format for the OpenCatalyst IS2RE task based on the OC20 dataset.

Introducing paper: The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science
MatSci-NLP Benchmark Dataset

We present MatSci-NLP, a natural language benchmark for evaluating the performance of natural language processing (NLP) models on materials science text. We construct the benchmark from publicly available materials science text data to encompass seven different NLP tasks, including conventional NLP tasks like named entity recognition and relation classification, as well as NLP tasks specific to materials science, such as synthesis action retrieval which relates to creating synthesis procedures for materials.

Introducing paper: MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling