language model

Spontaneous Giving and Calculated Greed in Language Models EMNLP 2025 Square$χ$PO: Differentially Private and Robust $χ^2$-Preference Optimization in Offline Direct Alignment ICML 2025 SQUREL at TSAR 2025 Shared Task CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning EMNLP 2025 Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025 Steering off Course: Reliability Challenges in Steering Language Models ACL 2025 StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025 StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings EMNLP 2025 Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025 Story Generation with Large Language Models for African Languages ACL 2025 Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ACL 2025 Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling EMNLP 2025 Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025 Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025 Studying Rhetorically Ambiguous Questions EMNLP 2025 Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025 Subword models struggle with word learning, but surprisal hides it ACL 2025 SUMIE: A Synthetic Benchmark for Incremental Entity Summarization COLING 2025 Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025 Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025 Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation ICLR 2025 Surprisal Dynamics for the Detection of Multi-Word Expressions in English IJCNLP 2025 SWEb: A Large Web Dataset for the Scandinavian Languages ICLR 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025