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awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
https://github.com/roomylee/awesome-relation-extraction

Last synced: 5 days ago
JSON representation

  • Datasets

  • Frameworks

  • Papers

    • Distant Supervision Approaches

      • [paper - review/blob/master/relation_extraction/Distant_supervision_for_relation_extraction_without_labeled_data/review.md)
      • [paper - review/blob/master/relation_extraction/Distant_Supervision_for_Relation_Extraction_via_Piecewise_Convolutional_Neural_Networks/review.md) [[code]](https://github.com/nicolay-r/sentiment-pcnn)
      • [paper
      • [paper - review/blob/master/relation_extraction/Distant_Supervision_for_Relation_Extraction_via_Piecewise_Convolutional_Neural_Networks/review.md) [[code]](https://github.com/nicolay-r/sentiment-pcnn)
      • [paper
      • [paper
      • [code
      • [paper - relation-classification) [[code]](https://github.com/kwonmha/Convolutional-Recurrent-Neural-Networks-for-Relation-Extraction)
      • [paper - review/blob/master/relation_extraction/Incorporating_Relation_Paths_in_Neural_Relation_Extraction/review.md)
      • [paper

    • Knowledge Graph Based Approaches

    • Language Models

    • Miscellaneous

    • Supervised Approaches

      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Relation_Extraction-Perspective_from_Convolutional_Neural_Networks/review.md)
      • [paper
      • [paper
      • [paper
      • [paper
      • [paper - aware-relation-classification)
      • [paper
      • [paper - Classification)
      • [paper
      • [paper
      • [paper
      • [paper
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - Based-BiLSTM-relation-extraction)
      • [paper
      • [code
      • [parer
      • [code
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - classification-via-attention-model)
      • [paper
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)
      • [paper - relation-extraction) [[review]](https://github.com/roomylee/paper-review/blob/master/relation_extraction/Convolution%20Neural%20Network%20for%20Relation%20Extraction/review.md)

  • Systems

  • Videos and Lectures

Programming Languages
Python 7 Jupyter Notebook 1
Categories
Papers 129 Research Trends and Surveys 14 Datasets 10 Videos and Lectures 9 Frameworks 6 Systems 3 License 2
Sub Categories
Supervised Approaches 103 Miscellaneous 36 Distant Supervision Approaches 10 Language Models 7 Knowledge Graph Based Approaches 3
Keywords
relation-extraction 5 nlp 3 context-graph 1 graph-neural-networks 1 deeplearning 1 distant-supervision 1 pytorch 1 information-extraction 1 machine-learning 1 multi-task-learning 1 transformer 1 batching 1 bulk-operation 1 frames 1 language-model 1 pipelines 1 pipelines-library 1 relationship-extraction 1 sentiment-analysis 1