Retrieval-Augmented Generation

NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025 OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025 OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025 OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025 On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025 On the Feasibility of In-Context Probing for Data Attribution NAACL 2025 On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025 Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025 PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025 pFedRAG: A Personalized Federated Retrieval-Augmented Generation System with Depth-Adaptive Tiered Embedding Tuning EMNLP 2025 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025 Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025 PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025 PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025 QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025 R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025 RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025 RAG and Recall: Multilingual Hate Speech Detection with Semantic Memory ACL 2025 RAG based Question Answering of Korean Laws and Precedents ACL 2025 RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation EMNLP 2025 RaggedyFive at SemEval-2025 Task 3: Hallucination Span Detection Using Unverifiable Answer Detection SemEval 2025 RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling SemEval 2025 RAGulator: Effective RAG for Regulatory Question Answering COLING 2025 RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025