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

KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model EMNLP 2024
LeGen: Complex Information Extraction from Legal sentences using Generative Models EMNLP 2024
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant EMNLP 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold ACL 2024
End-to-End Ontology Learning with Large Language Models NIPS 2024
Association Pattern-aware Fusion for Biological Entity Relationship Prediction NIPS 2024
CRAG - Comprehensive RAG Benchmark NIPS 2024
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024
Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024
NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning ACL 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation COLING 2024
Causal-Driven Skill Prerequisite Structure Discovery AAAI 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024
A Survey of Graph Meets Large Language Model: Progress and Future Directions IJCAI 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs EMNLP 2024
PyClause - Simple and Efficient Rule Handling for Knowledge Graphs IJCAI 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024
MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024
Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024
Unlocking the Power of Large Language Models for Entity Alignment ACL 2024
An Annotated Dataset for Transformer-based Scholarly Information Extraction and Linguistic Linked Data Generation COLING 2024