Retrieval-Augmented Generation

5ting at SemEval-2026 Task 8: Strong End-to-End Multi-Turn RAG via LLM-Based Reranking and Faithfulness Control SemEval 2026 ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production ACL 2026 Adaptive Retrieval for Reasoning ACL 2026 ADSeeker: A Knowledge-Grounded Reasoning Framework for Industry Anomaly Detection and Reasoning CVPR 2026 Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools? ACL 2026 AI4PC-Howard University at SemEval-2026 Task 5: Calibrated Hybrid Ensembling and Retrieval-Augmented LLM Reasoning for Narrative Word-Sense Plausibility SemEval 2026 AILS-NTUA at SemEval-2026 Task 8: Evaluating Multi-Turn RAG Conversations SemEval 2026 AIRCoder: Adaptive Integration of Multi-dimensional Retrieval for Repository-level Code Completion ACL 2026 ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning ACL 2026 Attention Basin: Why Contextual Position Matters in Large Language Models ACL 2026 Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation ACL 2026 AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction ACL 2026 Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval ACL 2026 AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 Benchmarking and Learning Real-World Customer Service Dialogue ACL 2026 Benchmarking LLM’s Capability in Reasoning over Conflicting Web References ACL 2026 Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation ACL 2026 Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026 BrowseComp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents ACL 2026 Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities ACL 2026 CardAIc-Agents: A Multimodal Framework with Hierarchical Adaptation for Cardiac Care Support MIDL 2026 Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents ACL 2026 Chart-MRAG: Benchmarking Multimodal Retrieval Augmented Generation on Chart-based Documents ACL 2026 ChatR1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering ACL 2026 CheckRLM: Effective Knowledge–Thought Coherence Checking in Retrieval-Augmented Reasoning ACL 2026