Language Modeling

AdaSplash: Adaptive Sparse Flash Attention ICML 2025 Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages ICLR 2025 Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025 A European Portuguese corpus annotated for verbal idioms NAACL 2025 A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems EMNLP 2025 AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text ICLR 2025 AI-Driven Multicultural Identity Preservation AAAI 2025 Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025 ALLaM: Large Language Models for Arabic and English ICLR 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement ICML 2025 Analyze Feature Flow to Enhance Interpretation and Steering in Language Models ICML 2025 An End-to-End Model for Logits-Based Large Language Models Watermarking ICML 2025 A New Formulation of Zipf’s Meaning-Frequency Law through Contextual Diversity ACL 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 Answer Convergence as a Signal for Early Stopping in Reasoning EMNLP 2025 AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025 Are Larger Language Models Better at Disambiguation? NAACL 2025 Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025 A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models IJCNLP 2025 As easy as PIE: understanding when pruning causes language models to disagree NAACL 2025 Ask, and it shall be given: On the Turing completeness of prompting ICLR 2025 Asking a Language Model for Diverse Responses EMNLP 2025 Assessing the Role of Data Quality in Training Bilingual Language Models EMNLP 2025