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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ACL 2025
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025
Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025
Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation ACL 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025
R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression ACL 2025
Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style ACL 2025
SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025
Context-Aware Hierarchical Merging for Long Document Summarization ACL 2025
Language Repository for Long Video Understanding ACL 2025
Investigating Language Preference of Multilingual RAG Systems ACL 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025
CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ACL 2025
RASD: Retrieval-Augmented Speculative Decoding ACL 2025
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025