Language Modeling

GmSLM : Generative Marmoset Spoken Language Modeling EMNLP 2025 GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025 Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025 Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval ICLR 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025 GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025 Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding ICML 2025 HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025 Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models ICLR 2025 Hierarchical Graph Tokenization for Molecule-Language Alignment ICML 2025 HieroLM: Egyptian Hieroglyph Recovery with Next Word Prediction Language Model NAACL 2025 Hit the Sweet Spot! Span-Level Ensemble for Large Language Models COLING 2025 HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025 HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025 How do Language Models Generate Slang: A Systematic Comparison between Human and Machine-Generated Slang Usages EMNLP 2025 How Do Large Language Monkeys Get Their Power (Laws)? ICML 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025 How to Synthesize Text Data without Model Collapse? ICML 2025 How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025 IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ACL 2025 Implicit Language Models are RNNs: Balancing Parallelization and Expressivity ICML 2025 Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers EMNLP 2025 Improved Unbiased Watermark for Large Language Models ACL 2025