Language Modeling

PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025 Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process ICLR 2025 Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems ICLR 2025 PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025 Podcast Outcasts: Understanding Rumble’s Podcast Dynamics NAACL 2025 Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation NAACL 2025 polybasic Speculative Decoding Through a Theoretical Perspective ICML 2025 PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025 POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization ICML 2025 Powerformer: Efficient and High-Accuracy Privacy-Preserving Language Model with Homomorphic Encryption ACL 2025 PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation COLING 2025 Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025 Prediction Hubs are Context-Informed Frequent Tokens in LLMs ACL 2025 Preserving Diversity in Supervised Fine-Tuning of Large Language Models ICLR 2025 Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025 Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law EMNLP 2025 Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025 PrimeX: A Dataset of Worldview, Opinion, and Explanation EMNLP 2025 Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection EMNLP 2025 Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025 Prompt-based Depth Pruning of Large Language Models ICML 2025 PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025 Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025 Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language NAACL 2025