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Language Modeling

1090 directly classified papers

Papers per year

Papers

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models CONLL 2025
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025
neDIOM: Dataset and Analysis of Nepali Idioms COLING 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting COLING 2025
Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025
bAI-bAI: A Context-Aware Transliteration System for Baybayin Scripts COLING 2025
Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025
Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
HieroLM: Egyptian Hieroglyph Recovery with Next Word Prediction Language Model NAACL 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
Beyond Cairo: Sa’idi Egyptian Arabic Literary Corpus Construction and Analysis NAACL 2025
Confounding Factors in Relating Model Performance to Morphology EMNLP 2025