Pinned Repositories
ASAP
AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
cesi
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
CompGCN
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
EmbedKGQA
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
HyperGCN
NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
HyTE
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
InteractE
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
ProteinGCN
ProteinGCN: Protein model quality assessment using Graph Convolutional Networks
RESIDE
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
WordGCN
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
MALL Lab (IISc)'s Repositories
malllabiisc/CompGCN
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
malllabiisc/EmbedKGQA
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
malllabiisc/WordGCN
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
malllabiisc/RESIDE
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
malllabiisc/HyperGCN
NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
malllabiisc/HyTE
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
malllabiisc/ProteinGCN
ProteinGCN: Protein model quality assessment using Graph Convolutional Networks
malllabiisc/cesi
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
malllabiisc/ASAP
AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
malllabiisc/InteractE
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
malllabiisc/EWISE
ACL 2019: Zero-shot Word Sense Disambiguation using Sense Definition Embedding
malllabiisc/SGCP
TACL 2020: Syntax-Guided Controlled Generation of Paraphrases
malllabiisc/DiPS
NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation
malllabiisc/NeuralDater
ACL 2018: Dating Documents using Graph Convolution Networks
malllabiisc/ConfGCN
AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning
malllabiisc/CaRE
EMNLP 2019: CaRe: Open Knowledge Graph Embeddings
malllabiisc/kg-geometry
malllabiisc/sictf
Relation Schema Induction using SICTF
malllabiisc/AD3
EMNLP 2018: AD3: Attentive Deep Document Dater :: Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha Talukdar
malllabiisc/lcn
AISTATS 2019: Lovász Convolutional Networks
malllabiisc/entity-centric-kb-pop
malllabiisc/pra-oda
Path Ranking Algorithm On-Demand
malllabiisc/reddit-icwsm16