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1837 papers

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KG

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large language model (13587) question answering (2963) graph neural network (3962) link prediction (624) retrieval-augmented generation (1592) multi-hop reasoning (423) relation extraction (919) information extraction (1090) representation learning (6206) graph embedding (349)

Papers

Integrating Personalized PageRank into Neural Word Sense Disambiguation EMNLP 2021
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs EMNLP 2021
Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles EMNLP 2021
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021
Commonsense Knowledge in Word Associations and ConceptNet EMNLP 2021
Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering EMNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs NIPS 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NIPS 2021
Knowing the No-match: Entity Alignment with Dangling Cases ACL 2021
Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling AAAI 2021
Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021
Neural Sentence Simplification with Semantic Dependency Information AAAI 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
Contrastive Triple Extraction with Generative Transformer AAAI 2021
Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021
IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021
CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021
Employing Argumentation Knowledge Graphs for Neural Argument Generation IJCNLP 2021
MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021
ROXANNE Research Platform: Automate Criminal Investigations INTERSPEECH 2021