MALL Lab (IISc)

All

23 repositories

EWISE
Public
ACL 2019: Zero-shot Word Sense Disambiguation using Sense Deﬁnition Embedding
Python
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Apache License 2.0
•15•75•0•2•Updated Aug 20, 2024Aug 20, 2024
ProteinGCN
Public
ProteinGCN: Protein model quality assessment using Graph Convolutional Networks
deep-learning pytorch protein graph-convolutional-networks graph-neural-networks protein-model-quality-estimation
Python
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Apache License 2.0
•18•115•2•4•Updated Jul 25, 2024Jul 25, 2024
CompGCN
Public
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
deep-learning pytorch graph-convolutional-networks graph-representation-learning iclr2020 link-prediction relation-embeddings
Python
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Apache License 2.0
•107•598•12•4•Updated Jul 25, 2024Jul 25, 2024
InteractE
Public
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
deep-learning pytorch knowledge-graph-completion knowledge-graph-embeddings aaai2020
Python
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Apache License 2.0
•21•89•4•2•Updated Jul 25, 2024Jul 25, 2024
EmbedKGQA
Public
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Python
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Apache License 2.0
•95•417•28•0•Updated Mar 25, 2024Mar 25, 2024
SGCP
Public
TACL 2020: Syntax-Guided Controlled Generation of Paraphrases
paper natural-language-generation paraphrase-generation syntactic-generation
Python
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Apache License 2.0
•7•72•0•5•Updated Mar 16, 2024Mar 16, 2024
DiPS
Public
NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation
diversity natural-language-generation submodular-optimization paraphrase-generation naacl2019 diverse-decoding paper data-augmentation
Python
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Apache License 2.0
•16•70•0•6•Updated Mar 16, 2024Mar 16, 2024
CaRE
Public
EMNLP 2019: CaRe: Open Knowledge Graph Embeddings
machine-learning pytorch knowledge-graph canonicalization openie embeddings
Python
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Apache License 2.0
•5•38•5•2•Updated Jul 6, 2023Jul 6, 2023
cesi
Public
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
www canonicalization knowledge-graph-embeddings embeddings dataset knowledge-graph cesi
Python
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Apache License 2.0
•26•102•2•5•Updated Jul 6, 2023Jul 6, 2023
NeuralDater
Public
ACL 2018: Dating Documents using Graph Convolution Networks
deep-learning graph-convolutional-networks timestamping acl2018 automated-document-dating tensorflow
Python
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Apache License 2.0
•15•60•1•4•Updated May 22, 2023May 22, 2023
WordGCN
Public
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
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Apache License 2.0
•64•290•2•2•Updated Mar 24, 2023Mar 24, 2023
RESIDE
Public
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
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Apache License 2.0
•48•247•3•2•Updated Mar 24, 2023Mar 24, 2023
kg-geometry
Public
Python
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Apache License 2.0
•2•21•0•0•Updated Apr 25, 2021Apr 25, 2021
HyperGCN
Public
NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
semi-supervised-learning hypergraph graph-convolutional-network
Python
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Apache License 2.0
•32•185•1•0•Updated Aug 16, 2020Aug 16, 2020
ASAP
Public
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 graph-level-representation
Python
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Apache License 2.0
•29•99•0•0•Updated Jun 21, 2020Jun 21, 2020
lcn
Public
AISTATS 2019: Lovász Convolutional Networks
machine-learning deep-learning tensorflow representation-learning graph-convolutional-networks aistats
Python
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Apache License 2.0
•2•8•1•0•Updated May 22, 2019May 22, 2019
ConfGCN
Public
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
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Apache License 2.0
•16•58•1•0•Updated May 22, 2019May 22, 2019
HyTE
Public
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
machine-learning knowledge-graph representation-learning knowledge-base embedding temporal-information tensorflow wikidata yago
Python
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Apache License 2.0
•50•173•4•0•Updated May 6, 2019May 6, 2019
AD3
Public
EMNLP 2018: AD3: Attentive Deep Document Dater :: Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha Talukdar
Python
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Apache License 2.0
•3•12•0•0•Updated Oct 15, 2018Oct 15, 2018
sictf
Public
Relation Schema Induction using SICTF
Python
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Apache License 2.0
•6•17•1•0•Updated Sep 20, 2018Sep 20, 2018
entity-centric-kb-pop
Public
Python
•2•3•0•0•Updated Feb 20, 2017Feb 20, 2017
reddit-icwsm16
Public
OpenEdge ABL
•3•2•0•0•Updated Mar 10, 2016Mar 10, 2016
pra-oda
Public
Path Ranking Algorithm On-Demand
Java
•0•3•0•0•Updated Aug 20, 2015Aug 20, 2015