Language Modeling

Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism ICML 2025 Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses EMNLP 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 Unlocking Recursive Thinking of LLMs: Alignment via Refinement ACL 2025 Unpacking Let Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning EMNLP 2025 Unsupervised Morphological Tree Tokenizer ACL 2025 Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025 UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation EMNLP 2025 Using LLMs to Advance Idiom Corpus Construction NAACL 2025 Using tournaments to calculate AUROC for zero-shot classification with LLMs EMNLP 2025 Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only ICLR 2025 VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025 VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025 Web-Based Corpus Compilation of the Emirati Arabic Dialect COLING 2025 Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025 “Well, Keep Thinking”: Enhancing LLM Reasoning with Adaptive Injection Decoding ACL 2025 WenyanGPT: A Large Language Model for Classical Chinese Tasks IJCAI 2025 What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction IJCNLP 2025 What Makes Large Language Models Reason in (Multi-Turn) Code Generation? ICLR 2025 When Every Token Counts: Optimal Segmentation for Low-Resource Language Models COLING 2025 When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs EMNLP 2025 Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages EMNLP 2025 Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025 WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct ICLR 2025 Yankari: Monolingual Yoruba Dataset ACL 2025