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Knowledge Graphs

205 directly classified papers

Papers per year

Papers

CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022

Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022

DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022

CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models EMNLP 2022

KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods EMNLP 2022

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022

FRUIT: Faithfully Reflecting Updated Information in Text NAACL 2022

Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation NAACL 2022

Cross-document Misinformation Detection based on Event Graph Reasoning NAACL 2022

Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022

GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021

ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs NIPS 2021

Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network IJCNLP 2021

KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research ACL 2021

Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming NAACL 2021

TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021

Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ACL 2021

Commonsense Knowledge in Word Associations and ConceptNet EMNLP 2021

Employing Argumentation Knowledge Graphs for Neural Argument Generation ACL 2021

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL 2021

CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021

Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021

TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020

Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020

COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020