language modeling

Batch-wise Convergent Pre-training: Step-by-Step Learning Inspired by Child Language Development EMNLP 2025 Beyond Next Token Prediction: Patch-Level Training for Large Language Models ICLR 2025 Can LLMs Find a Needle in a Haystack? A Look at Anomaly Detection Language Modeling EMNLP 2025 Code-switching Mediated Sentence-level Semantic Learning AAAI 2025 Confounding Factors in Relating Model Performance to Morphology EMNLP 2025 Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling EMNLP 2025 Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025 Detecting Child Objectification on Social Media: Challenges in Language Modeling ACL 2025 Differential Mamba IJCNLP 2025 Differential Transformer ICLR 2025 Direct Judgement Preference Optimization EMNLP 2025 Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025 DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025 Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025 DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025 ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling MLHC 2025 Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs ICLR 2025 Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models ICLR 2025 EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025 Energy-Based Diffusion Language Models for Text Generation ICLR 2025 Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025 EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding ACL 2025 Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025 Exploring morphology-aware tokenization: A case study on Spanish language modeling EMNLP 2025 Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025