← Generation
Natural Language Processing › Generation ›

Language Modeling

1624 directly classified papers

Papers per year

Papers

Active Curriculum Language Modeling over a Hybrid Pre-training Method EMNLP 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
Text Compression for Efficient Language Generation NAACL 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
Exploring Intrinsic Alignments Within Text Corpus AAAI 2025
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ACL 2025
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models NAACL 2025
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel ACL 2025
Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025
Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025
PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation COLING 2025
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025
Automatic Accent Restoration in Vedic Sanskrit with Neural Language Models IJCNLP 2025
Unsupervised Morphological Tree Tokenizer ACL 2025
Natural Language Generation with Expert Standards AAAI 2025
Information Locality as an Inductive Bias for Neural Language Models ACL 2025
TigerLLM - A Family of Bangla Large Language Models ACL 2025
Advancing Sequential Numerical Prediction in Autoregressive Models ACL 2025
Chain of Methodologies: Scaling Test Time Computation without Training ACL 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP AACL 2025
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ACL 2025
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance AACL 2025