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Artificial Intelligence › Core AI ›

Retrieval-Augmented Generation

147 papers

Papers per year

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5

141

Papers

Benchmarking and Learning Real-World Customer Service Dialogue ACL 2026

TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding ACL 2026

FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph ACL 2026

Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration ACL 2026

OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory ACL 2026

Lifting Optimized Binaries to Canonical Compiler IR via Structure-Aware Retrieval and Iterative Verification ACL 2026

Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents ACL 2026

UR2 : Unify RAG and Reasoning through Reinforcement Learning ACL 2026

GLARE: Agentic Reasoning for Legal Judgment Prediction ACL 2026

RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation ACL 2026

Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026

Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents ACL 2026

SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression ACL 2026

Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights ACL 2026

Hallucination Detection in LLMs with Topological Divergence on Attention Graphs ACL 2026

Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval ACL 2026

Retrieval Heads are Dynamic ACL 2026

LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding ACL 2026

Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems ACL 2026

Knowing When Not to Answer: Lightweight KB-Aligned OOD Detection for Safe RAG ACL 2026

Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026

ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios ACL 2026

PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering ACL 2026

SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion ACL 2026

LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning ACL 2026