Language Modeling

Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025 Deconstructing What Makes a Good Optimizer for Autoregressive Language Models ICLR 2025 DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025 Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025 Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025 DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability EMNLP 2025 Design and Analysis of few Million Parameter Transformer-based Language Models trained over a few Million Tokens Dataset EMNLP 2025 Designing and Contextualising Probes for African Languages ACL 2025 Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025 Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025 Differential Transformer ICLR 2025 Diffusion on Language Model Encodings for Protein Sequence Generation ICML 2025 Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025 Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting EMNLP 2025 DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs ICML 2025 DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation ICML 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Do Language Models Understand Honorific Systems in Javanese? ACL 2025 Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025 Do large language models solve verbal analogies like children do? CoNLL 2025 Do Large Language Models Understand Word Senses? EMNLP 2025 Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models ICLR 2025 Drop Dropout on Single Epoch Language Model Pretraining ACL 2025 DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025