Natural Language Processing

R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025 (RSA)²: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding ACL 2025 RSSN at Multilingual Counterspeech Generation: Leveraging Lightweight Transformers for Efficient and Context-Aware Counter-Narrative Generation COLING 2025 RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning SemEval 2025 rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking ICML 2025 RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning EMNLP 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? AAAI 2025 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025 RuAG: Learned-rule-augmented Generation for Large Language Models ICLR 2025 Rubic2: Ensemble Model for Russian Lemmatization ACL 2025 RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 2025 Rubrik’s Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset ACL 2025 RUBY: An Effective Framework for Multi-Constraint Multi-Hop Question Generation ACL 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SemEval 2025 RUIE: Retrieval-based Unified Information Extraction using Large Language Model COLING 2025 RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios ACL 2025 Rule-based Approaches to the Automatic Generation of Puns Based on Given Names in French COLING 2025 RULEBREAKERS: Challenging LLMs at the Crossroads between Formal Logic and Human-like Reasoning ICML 2025 Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025 RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025 Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction EMNLP 2025 Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models COLING 2025 RuleR: Improving LLM Controllability by Rule-based Data Recycling NAACL 2025