Large Language Models

The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training ICML 2025 The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025 Thinking in Directivity: Speech Large Language Model for Multi-Talker Directional Speech Recognition Interspeech 2025 Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025 Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment AAAI 2025 Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025 Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025 TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025 To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025 ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025 Token-Aware Editing of Internal Activations for Large Language Model Alignment EMNLP 2025 Token-level Proximal Policy Optimization for Query Generation EMNLP 2025 TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025 TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability EMNLP 2025 ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind AAAI 2025 TombRaider: Entering the Vault of History to Jailbreak Large Language Models EMNLP 2025 ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025 Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025 Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ACL 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025