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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation ACL 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025
OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025
Towards Verifiable Text Generation with Generative Agent AAAI 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025
CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025
TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025
Efficient Long Context Language Model Retrieval with Compression ACL 2025
UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025
Literature Meets Data: A Synergistic Approach to Hypothesis Generation ACL 2025
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
Re-identification of De-identified Documents with Autoregressive Infilling ACL 2025
RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025