MALL Lab (IISc)

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

WordGCN

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

RESIDE

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

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

ProteinGCN

ProteinGCN: Protein model quality assessment using Graph Convolutional Networks

cesi

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

ASAP

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

InteractE

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

EWISE

ACL 2019: Zero-shot Word Sense Disambiguation using Sense Definition Embedding

SGCP

TACL 2020: Syntax-Guided Controlled Generation of Paraphrases

DiPS

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

NeuralDater

ACL 2018: Dating Documents using Graph Convolution Networks

ConfGCN

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

CaRE

EMNLP 2019: CaRe: Open Knowledge Graph Embeddings

kg-geometry

sictf

Relation Schema Induction using SICTF

AD3

EMNLP 2018: AD3: Attentive Deep Document Dater :: Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha Talukdar

lcn

AISTATS 2019: Lovász Convolutional Networks

entity-centric-kb-pop

pra-oda

Path Ranking Algorithm On-Demand

reddit-icwsm16