← Resources & Methods
Natural Language Processing › Resources & Methods ›

Language Modeling

1090 directly classified papers

Papers per year

Papers

How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective EACL 2026
Modeling Chinese L2 Writing Development: The LLM-Surprisal Perspective NAACL 2025
IPA CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language Modeling CONLL 2025
Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025
Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language NAACL 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025
Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models CONLL 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
bAI-bAI: A Context-Aware Transliteration System for Baybayin Scripts COLING 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
neDIOM: Dataset and Analysis of Nepali Idioms COLING 2025
Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting COLING 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
As easy as PIE: understanding when pruning causes language models to disagree NAACL 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
When Every Token Counts: Optimal Segmentation for Low-Resource Language Models COLING 2025
Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025