Language Modeling

Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 OLMES: A Standard for Language Model Evaluations NAACL 2025 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists ICML 2025 One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning IJCNLP 2025 One world, one opinion? The superstar effect in LLM responses NAACL 2025 On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025 On the Impact of Fine-Tuning on Chain-of-Thought Reasoning NAACL 2025 On the Path to Make Ukrainian a High-Resource Language ACL 2025 Optimizing Adaptive Attacks against Watermarks for Language Models ICML 2025 Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025 Optimizing Language Models for Inference Time Objectives using Reinforcement Learning ICML 2025 Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025 OR-Bench: An Over-Refusal Benchmark for Large Language Models ICML 2025 ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025 Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling ICML 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling ICML 2025 Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) COLING 2025 OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025 PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs ICCV 2025 Parameter-Efficient Fine-Tuning of State Space Models ICML 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 PAST: Phonetic-Acoustic Speech Tokenizer Interspeech 2025 Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models ICLR 2025