Natural Language Processing

Radical Allomorphy: Phonological Surface Forms without Phonology EMNLP 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025 RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025 RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025 RAG and Recall: Multilingual Hate Speech Detection with Semantic Memory ACL 2025 RAG based Question Answering of Korean Laws and Precedents ACL 2025 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI NAACL 2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation EMNLP 2025 RAGGED: Towards Informed Design of Scalable and Stable RAG Systems ICML 2025 RaggedyFive at SemEval-2025 Task 3: Hallucination Span Detection Using Unverifiable Answer Detection SemEval 2025 RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions EMNLP 2025 RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models NAACL 2025 RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025 RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation COLING 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 RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation EMNLP 2025 RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues COLING 2025 Rainbow-Teaming for the Polish Language: A Reproducibility Study NAACL 2025 RainCityNLP at BioLaySumm2025: Extract then Summarize at Home ACL 2025