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Retrieval-Augmented Generation

618 papers

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Papers

A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025
Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025
Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025
MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025
RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models AAAI 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
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification ACL 2025
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ACL 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025
Towards Effective Extraction and Evaluation of Factual Claims ACL 2025
Large Language Models are Good Relational Learners ACL 2025
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025