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Language Modeling

1090 directly classified papers

Papers per year

Papers

Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025
Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025
A European Portuguese corpus annotated for verbal idioms NAACL 2025
Evaluating Pretrained Causal Language Models for Synonymy ACL 2025
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
Multilingual Definition Modeling ACL 2025
Gathering Compositionality Ratings of Ambiguous Noun-Adjective Multiword Expressions in Galician NAACL 2025
Generation of Russian Poetry of Different Genres and Styles Using Neural Networks with Character-Level Tokenization NAACL 2025
skLEP: A Slovak General Language Understanding Benchmark ACL 2025
Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025
Construction Identification and Disambiguation Using BERT: A Case Study of NPN ACL 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025
As easy as PIE: understanding when pruning causes language models to disagree NAACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 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
Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025
Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language NAACL 2025
Modeling Chinese L2 Writing Development: The LLM-Surprisal Perspective 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
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025