conftrace_

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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

Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022
Identifying Early Warning Signals from News Using Network Community Detection AAAI 2022
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022
Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022
Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report Generation ACL 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts ACL 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022
Toward Knowledge-Enriched Conversational Recommendation Systems ACL 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge EMNLP 2022
A Multi-Modal Knowledge Graph for Classical Chinese Poetry EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022
Open Relation Modeling: Learning to Define Relations between Entities ACL 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation EMNLP 2022
Diving Deep into Modes of Fact Hallucinations in Dialogue Systems EMNLP 2022
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks ACL 2022
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022
Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022
QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text ACL 2022
Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022
Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation IJCAI 2022