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Knowledge Graphs

205 directly classified papers

Papers per year

Papers

Social Relation Reasoning Based on Triangular Constraints AAAI 2023

Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions ACL 2023

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation ACL 2023

Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL 2023

Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023

mOKB6: A Multilingual Open Knowledge Base Completion Benchmark ACL 2023

Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline ACL 2023

Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023

MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework EMNLP 2023

WikiHan: A New Comparative Dataset for Chinese Languages COLING 2022

KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022

Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022

Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases COLING 2022

Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022

ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022

Identifying relevant common sense information in knowledge graphs ACL 2022

Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation EMNLP 2022

Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract) AAAI 2022

DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022

MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022

Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022

Autoregressive Entity Generation for End-to-End Task-Oriented Dialog COLING 2022

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation NAACL 2022

KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022

A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022