← Generation
Natural Language Processing › Generation ›

Language Modeling

1624 directly classified papers

Papers per year

Papers

Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025
Unsupervised Morphological Tree Tokenizer ACL 2025
BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context COLING 2025
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching NAACL 2025
Surprise Calibration for Better In-Context Learning EMNLP 2025
Information Locality as an Inductive Bias for Neural Language Models ACL 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025
Are Larger Language Models Better at Disambiguation? NAACL 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs ICCV 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning NAACL 2025
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models IJCNLP 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs EMNLP 2025
Story Generation with Large Language Models for African Languages ACL 2025
Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025
Do large language models solve verbal analogies like children do? CONLL 2025
Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025