large language model

TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training ACL 2026 TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ACL 2026 TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale ACL 2026 To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? ACL 2026 TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages ACL 2026 TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar ACL 2026 Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026 TokLens: A Multilingual Lens on Tokenizer Quality for LLMs ACL 2026 ToMMeR - Efficient Entity Mention Detection from Large Language Models ACL 2026 ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers EACL 2026 ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution ACL 2026 ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering ACL 2026 Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation EACL 2026 To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples ACL 2026 Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation EACL 2026 Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance AAAI 2026 Toward Controllable and Trustworthy LLM Reasoning: From Failure Mapping to Cognition-inspired Control and Real-world Impact AAAI 2026 Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ACL 2026 Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval ACL 2026 Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators AAAI 2026 Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition EACL 2026 Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning AAAI 2026 Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning ACL 2026 Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding CVPR 2026 Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ACL 2026