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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025
RAG based Question Answering of Korean Laws and Precedents ACL 2025
(Fact) Check Your Bias ACL 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025
Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025
AIC CTU@FEVER 8: On-premise fact checking through long context RAG ACL 2025
Centrality-aware Product Retrieval and Ranking EMNLP 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024
LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024
Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024
RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024
InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024
GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024
TriageAgent: Towards Better Multi-Agents Collaborations for Large Language Model-Based Clinical Triage EMNLP 2024
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024
R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024
H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024
CPR: Retrieval Augmented Generation for Copyright Protection CVPR 2024
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation CVPR 2024