Language Modeling

TinyTim: a family of language models for divergent generation NeurIPS 2025 To Code or Not To Code? Exploring Impact of Code in Pre-training ICLR 2025 To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning ICLR 2025 Tokenization is Sensitive to Language Variation ACL 2025 TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation ICML 2025 Token Weighting for Long-Range Language Modeling NAACL 2025 TopoLM: brain-like spatio-functional organization in a topographic language model ICLR 2025 Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization ICLR 2025 Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair ACL 2025 ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025 TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation ICML 2025 TRACE: Training and Inference-Time Interpretability Analysis for Language Models EMNLP 2025 Training compute-optimal transformer encoder models EMNLP 2025 Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025 Training Language Models to Self-Correct via Reinforcement Learning ICLR 2025 Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025 Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models EMNLP 2025 Transformers Can Model Human Hyperprediction in Buzzer Quiz NAACL 2025 T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025 TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025 TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs EMNLP 2025 Two ways into the hall of mirrors: Language exposure and lossy memory drive cross-linguistic grammaticality illusions in language models EMNLP 2025 Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025 Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025 Understanding Chain-of-Thought in LLMs through Information Theory ICML 2025