Language Modeling

Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025 SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs NAACL 2025 so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025 SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models ICLR 2025 SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs ICML 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025 Splintering Nonconcatenative Languages for Better Tokenization ACL 2025 SPRI: Aligning Large Language Models with Context-Situated Principles ICML 2025 SR-LLM: Rethinking the Structured Representation in Large Language Model ACL 2025 Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments ACL 2025 Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025 Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025 Steering Protein Language Models ICML 2025 Story Generation with Large Language Models for African Languages ACL 2025 Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025 Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025 Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025 Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 Subword models struggle with word learning, but surprisal hides it ACL 2025 Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025 Surprisal Dynamics for the Detection of Multi-Word Expressions in English IJCNLP 2025 Surprise Calibration for Better In-Context Learning EMNLP 2025 Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models ACL 2025 Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion COLING 2025