retrieval-augmented generation

Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025 ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation EMNLP 2025 Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025 PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025 PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025 Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 pFedRAG: A Personalized Federated Retrieval-Augmented Generation System with Depth-Adaptive Tiered Embedding Tuning EMNLP 2025 PhenoRAG: Retrieval-Augmented Generation for Efficient Zero-Shot Phenotype Identification in Clinical Reports MLHC 2025 Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving ACL 2025 PISCO: Pretty Simple Compression for Retrieval-Augmented Generation ACL 2025 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation NAACL 2025 PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models ICML 2025 Position: Retrieval-augmented systems can be dangerous medical communicators ICML 2025 Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs ACL 2025 PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025 PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025 Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval NAACL 2025 PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025 Provence: efficient and robust context pruning for retrieval-augmented generation ICLR 2025 QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025 Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision EMNLP 2025 QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ACL 2025