Large Language Models

VULCAN: Tool-Augmented Multi Agents for Iterative 3D Object Arrangement CVPR 2026 wangkongqiang at SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics ACL 2026 What About the Scene With the Hitler Reference? HAUNT: A Framework to Probe LLMs’ Self-consistency in Closed Domains Via Adversarial Nudge ACL 2026 What Brain Data Adds to Language Model Training CoNLL 2026 What Do LLMs Learn First? Asymmetric Learning Dynamics of Input Complexity and Output Ambiguity in Preference Alignment ACL 2026 What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models CVPR 2026 What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time ACL 2026 What is a protest anyway? Codebook conceptualization is still a first-order concern in LLM-era classification ACL 2026 What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning ACL 2026 What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective ACL 2026 What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context ACL 2026 What Moves the Pareto Frontier in Tool-Using Agents? A Compute-Aware Study of ReAct Variants ACL 2026 What Question Did You Answer? Refining Contact Center Evaluation Plans via Backward Questions ACL 2026 When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors ACL 2026 When Benchmarks Leak: Inference-Time Decontamination for LLMs ACL 2026 When Can Transformers Count to n? UAI 2026 When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure ACL 2026 When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents ACL 2026 When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models ACL 2026 When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning ACL 2026 When KV Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for LLM Judges ACL 2026 When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors ACL 2026 When Models Hesitate: Answer Instability as a Label-Free Uncertainty Signal for LLMs ACL 2026 When One LLM Drools, Multi-LLM Collaboration Rules ACL 2026