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MALL Lab (IISc)

Popular repositories

  1. CompGCN Public

    ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

    Python 430 70

  2. ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

    Python 267 66

  3. WordGCN Public

    ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

    Python 259 58

  4. RESIDE Public

    EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

    CSS 240 52

  5. HyTE Public

    EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

    Python 147 45

  6. HyperGCN Public

    NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

    Python 107 20

Repositories

  • SGCP Public

    TACL 2020: Syntax-Guided Controlled Generation of Paraphrases

    Python 57 Apache-2.0 6 0 2 Updated Jan 13, 2022
  • DiPS Public

    NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation

    Python 62 Apache-2.0 14 0 3 Updated Jan 13, 2022
  • EmbedKGQA Public

    ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

    Python 267 Apache-2.0 66 15 0 Updated Jan 3, 2022
  • WordGCN Public

    ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

    Python 259 Apache-2.0 58 2 1 Updated Aug 25, 2021
  • RESIDE Public

    EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

    CSS 240 Apache-2.0 52 3 1 Updated Aug 25, 2021
  • NeuralDater Public

    ACL 2018: Dating Documents using Graph Convolution Networks

    Python 58 Apache-2.0 13 1 2 Updated Aug 25, 2021
  • Python 18 Apache-2.0 2 0 0 Updated Apr 25, 2021
  • ProteinGCN Public

    ProteinGCN: Protein model quality assessment using Graph Convolutional Networks

    Python 78 Apache-2.0 19 2 0 Updated Oct 27, 2020
  • HyperGCN Public

    NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

    Python 107 Apache-2.0 20 0 0 Updated Aug 16, 2020
  • InteractE Public

    AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

    Python 61 Apache-2.0 16 4 0 Updated Jul 29, 2020

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