Natural Language Processing

RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 RALS: Resources and Baselines for Romanian Automatic Lexical Simplification EMNLP 2025 RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration COLING 2025 RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025 Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025 Ranked Voting based Self-Consistency of Large Language Models ACL 2025 Ranking and Selection of Bias Words for Contextual Bias Speech Recognition Interspeech 2025 RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank ICLR 2025 RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025 RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery ACL 2025 RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding ICML 2025 Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering ICLR 2025 Rapid Word Learning Through Meta In-Context Learning EMNLP 2025 RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025 RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval EMNLP 2025 Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson’s Disease MLHC 2025 RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025 RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025 RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering ACL 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025