conftrace_

knowledge graph reasoning

80 papers

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Also known as

KG REASONING KGR

Co-occurring keywords

temporal knowledge graph (134) knowledge graph (1837) graph neural network (3962) link prediction (624) multi-hop reasoning (423) reinforcement learning (4352) large language model (13587) question answering (2963) knowledge graph completion (240) temporal reasoning (313)

Papers

Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024
TimeR4 : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering EMNLP 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering NIPS 2024
A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024
RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024
Selective Temporal Knowledge Graph Reasoning COLING 2024
Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024
CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning NIPS 2024
Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning ACL 2023
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction EMNLP 2023
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023
NeoMaPy: A Framework for Computing MAP Inference on Temporal Knowledge Graphs IJCAI 2023
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023
SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023
Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023
Temporal Knowledge Graph Reasoning Based on N-tuple Modeling EMNLP 2023
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023