scientific-text-mining

There are 3 repositories under scientific-text-mining topic.

• yuzhimanhua / MATCH

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

  metadatatext-classificationextreme-multi-label-classificationmicrosoft-academic-graphscientific-text-mining
  Language:Python 139

• yuzhimanhua / MAPLE

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

  extreme-text-classificationmetadatamicrosoft-academic-graphscience-of-sciencescientific-text-mining
  Language:C++ 75

• yuzhimanhua / MICoL

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

  metadatascientific-text-miningtext-classificationweakly-supervised-learningzero-shot-learning
  Language:Python 29

• yuzhimanhua / FUTEX

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

  multi-label-classificationscientific-text-miningtext-classificationweakly-supervised-learning
  Language:C++ 13

• yuzhimanhua / SciMult

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

  contrastive-learningmixture-of-expertspre-trained-language-modelsscientific-text-mining
  Language:Python 9

• fra82 / drinventorclient

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

  scientific-text-miningscientific-publicationsjavamaven
  Language:Java 7

• kermitt2 / dataseer-ml

  Data sentence spotting in scholar articles with Machine Learning

  datasetdeep-learningmachine-learningpdfsciencescientific-text-mining
  Language:JavaScript 5

• iis-research-team / ruserrc-dataset

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

  datasetinformation-extractionnamed-entity-recognitionrelation-extractionscientific-text-mining
  2

• fra82 / drinventor

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

  gatejavamavennlpscientific-publicationsscientific-text-mining
  Language:Java 0