Large Language Models

Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ACL 2026 Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics ACL 2026 Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks ACL 2026 Evaluating Temporal Consistency in Multi-Turn Language Models ACL 2026 EVE: A Domain-Specific LLM Framework for Earth Intelligence ACL 2026 EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning ACL 2026 Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition ACL 2026 Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models ACL 2026 Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning ACL 2026 Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data ACL 2026 Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026 Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition CVPR 2026 Evolutionary Search for Automated Design of Uncertainty Quantification Methods ACL 2026 Evolutionary Strategies at Scale lead to Catastrophic Forgetting ACL 2026 EvolvR: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation ACL 2026 EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ACL 2026 EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery ACL 2026 EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ACL 2026 EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection ACL 2026 Examining Large Language Models’ form-meaning mappings of information structure constructions in Mandarin Chinese CoNLL 2026 Example Quality Matters: Multi-Aspects Example Augmentation for Private Library Programming ACL 2026 "Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations ACL 2026 Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection ACL 2026 Experiments or Outcomes? Probing Scientific Feasibility in Large Language Models ACL 2026 ExPerT: Personalizing LLM Responses to Users’ Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues ACL 2026