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1837 papers

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KG

Co-occurring keywords

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

Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024
Knowledge-enhanced Response Generation in Dialogue Systems: Current Advancements and Emerging Horizons COLING 2024
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024
On Fake News Detection with LLM Enhanced Semantics Mining EMNLP 2024
A Usage-centric Take on Intent Understanding in E-Commerce EMNLP 2024
Cross Examine: An Ensemble-based approach to leverage Large Language Models for Legal Text Analytics EMNLP 2024
Knowledge Graph Representation for Political Information Sources COLING 2024
OmniDialog: A Multimodal Benchmark for Generalization Across Text, Visual, and Audio Modalities EMNLP 2024
LeGen: Complex Information Extraction from Legal sentences using Generative Models EMNLP 2024
When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context EMNLP 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications EMNLP 2024
FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge Graphs EMNLP 2024
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024
Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals EMNLP 2024
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs EMNLP 2024
Knowledge Graph Enhanced Large Language Model Editing EMNLP 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model EMNLP 2024
Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM COLING 2024
KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning COLING 2024
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024