Large Language Models

Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025 TigerLLM - A Family of Bangla Large Language Models ACL 2025 Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025 TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025 TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use EMNLP 2025 TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025 TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025 TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG EMNLP 2025 To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization ACL 2025 ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025 TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning ICML 2025 Token-Aware Editing of Internal Activations for Large Language Model Alignment EMNLP 2025 Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning ICML 2025 Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models AAAI 2025 Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025 Tokenized Bandit for LLM Decoding and Alignment ICML 2025 Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025 Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models NAACL 2025 Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models ICML 2025 TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability EMNLP 2025 TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation ICML 2025 ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind AAAI 2025