conftrace_

knowledge graph

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

A Fine-grained citation graph for biomedical academic papers: the finding-citation graph ACL 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024
KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning COLING 2024
OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning AAAI 2024
Unraveling Clinical Insights: A Lightweight and Interpretable Approach for Multimodal and Multilingual Knowledge Integration COLING 2024
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques ACL 2024
A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking AAAI 2024
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024
HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation ACL 2024
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment COLING 2024
Investigating the Impact of Different Graph Representations for Relation Extraction with Graph Neural Networks COLING 2024
Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models ACL 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
Graph Neural Prompting with Large Language Models AAAI 2024
Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning AAAI 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NIPS 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024
Entity Alignment with Noisy Annotations from Large Language Models NIPS 2024
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024
KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024
Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ACL 2024
Knowledge-Driven Cross-Document Relation Extraction ACL 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NIPS 2024