MALL Lab (IISc)

Repositories

• RESIDE

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

  natural-language-processing deep-learning graph-convolutional-networks relation-extraction distant-supervision neural-relation-extraction
  CSS Apache-2.0 40 198 0 1 Updated Oct 7, 2020

• WordGCN

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

  natural-language-processing tensorflow word-embeddings deep-learning-tutorial graph-convolutional-networks gcn acl2019
  Python Apache-2.0 43 191 0 1 Updated Sep 25, 2020

• NeuralDater

  ACL 2018: Dating Documents using Graph Convolution Networks

  deep-learning tensorflow graph-convolutional-networks timestamping acl2018 automated-document-dating
  Python Apache-2.0 12 53 0 2 Updated Sep 25, 2020

• EmbedKGQA

  ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
  Python Apache-2.0 22 97 5 0 Updated Sep 25, 2020

• ProteinGCN

  ProteinGCN: Protein model quality assessment using Graph Convolutional Networks

  deep-learning pytorch protein graph-convolutional-networks graph-neural-networks protein-model-quality-estimation
  Python Apache-2.0 13 48 0 0 Updated Sep 1, 2020

• HyperGCN

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

  semi-supervised-learning hypergraph graph-convolutional-network
  Python Apache-2.0 10 53 0 0 Updated Aug 16, 2020

• SGCP

  TACL 2020: Syntax-Guided Controlled Generation of Paraphrases

  paper natural-language-generation paraphrase-generation syntactic-generation
  Python Apache-2.0 4 35 0 0 Updated Aug 8, 2020

• InteractE

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

  deep-learning pytorch knowledge-graph-completion knowledge-graph-embeddings aaai2020
  Python Apache-2.0 6 38 0 0 Updated Jul 29, 2020

• CompGCN

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

  deep-learning pytorch link-prediction graph-convolutional-networks graph-representation-learning relation-embeddings iclr2020
  Python Apache-2.0 39 209 1 0 Updated Jul 20, 2020

• ASAP

  AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

  graph-algorithms pytorch gcn graph-classification graph-neural-networks graph-convolution-network graph-pooling
  Python Apache-2.0 10 43 0 0 Updated Jun 21, 2020

• EWISE

  ACL 2019: Zero-shot Word Sense Disambiguation using Sense Definition Embedding
  Python Apache-2.0 12 53 0 0 Updated May 20, 2020

• DiPS

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

  diversity paper natural-language-generation data-augmentation submodular-optimization paraphrase-generation naacl2019
  Python Apache-2.0 13 54 0 1 Updated Dec 11, 2019

• CaRE

  EMNLP 2019: CaRe: Open Knowledge Graph Embeddings

  machine-learning pytorch embeddings knowledge-graph canonicalization openie
  Python Apache-2.0 6 25 2 0 Updated Nov 24, 2019

• cesi

  WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information

  www embeddings dataset knowledge-graph canonicalization knowledge-graph-embeddings cesi
  Python Apache-2.0 19 76 2 0 Updated Sep 26, 2019

• kg-geometry
  Python Apache-2.0 2 15 0 0 Updated May 27, 2019

• lcn

  AISTATS 2019: Lovász Convolutional Networks

  machine-learning deep-learning tensorflow representation-learning graph-convolutional-networks aistats
  Python Apache-2.0 1 8 0 0 Updated May 22, 2019

• ConfGCN

  AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning

  deep-learning tensorflow semi-supervised-learning graph-convolutional-networks network-representation-learning aistats
  Python Apache-2.0 14 41 1 0 Updated May 22, 2019

• HyTE

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

  machine-learning tensorflow wikidata knowledge-graph representation-learning knowledge-base embedding
  Python Apache-2.0 36 118 1 0 Updated May 6, 2019

• AD3

  EMNLP 2018: AD3: Attentive Deep Document Dater :: Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha Talukdar
  Python Apache-2.0 3 9 0 0 Updated Oct 15, 2018

• sictf

  Relation Schema Induction using SICTF
  Python Apache-2.0 5 16 1 0 Updated Sep 20, 2018

• entity-centric-kb-pop
  Python 2 3 0 0 Updated Feb 20, 2017

• reddit-icwsm16
  OpenEdge ABL 3 2 0 0 Updated Mar 10, 2016

• pra-oda

  Path Ranking Algorithm On-Demand
  Java 0 2 0 0 Updated Aug 20, 2015