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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

Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings EMNLP 2023
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment ACL 2023
PairSpanBERT: An Enhanced Language Model for Bridging Resolution ACL 2023
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations ACL 2023
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness EMNLP 2023
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer AAAI 2023
Choose your Data Wisely: A Framework for Semantic Counterfactuals IJCAI 2023
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023
KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation CVPR 2023
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information EMNLP 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation AAAI 2023
SConE: Simplified Cone Embeddings with Symbolic Operators for Complex Logical Queries ACL 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks ACL 2023
Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL 2023
Complex Event Schema Induction with Knowledge-Enriched Diffusion Model EMNLP 2023
Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs AAAI 2023
Enabling Knowledge Refinement upon New Concepts in Abductive Learning AAAI 2023
Human-in-the-loop Schema Induction ACL 2023