scientific-text-mining

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)

MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)

The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study (WWW'23)

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)

Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers (KDD'23)

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)

Dr. Inventor Scientific Text Mining Framework (client code and documentation of http://driframework.readthedocs.io)

Chain-of-Factors Paper-Reviewer Matching (WWW'25)

Data sentence spotting in scholar articles with Machine Learning

Entity Recognition and Relation Extraction from Scientific and Technical Texts in Russian

Dr. Inventor Scientific Text Mining Framework (main library, GPL 3.0 license)

This project compares unsupervised topic modeling and supervised classification approaches for multi-label scientific paper classification across six disciplines

A Python pipeline for scientific text normalisation, biological entity extraction, and MeSH ontology mapping.