Evaluation

The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness ACL 2026 The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models ACL 2026 The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models ACL 2026 The LUMirage: An independent evaluation of zero-shot performance in the LUMIR challenge MIDL 2026 The Path Not Taken: Duality in Reasoning about Program Execution ACL 2026 The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning ACL 2026 Thesis Proposal: Auditing and Mitigating Demographic Bias in Multi-Stage Retrieval Systems for Criminal Justice Applications ACL 2026 Thesis Proposal: Toward a Human-Centered and Perspective-Aware Framework for Reproducible ML Evaluation and AI Alignment ACL 2026 Think 360deg: Beyond Depth: Evaluating the Width-centric Reasoning Capability of MLLMs CVPR 2026 Thinking beyond the anthropomorphic paradigm benefits LLM research ACL 2026 Time Blindness: Why Video-Language Models Can't See What Humans Can? CVPR 2026 TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ACL 2026 Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition ACL 2026 TiViBench: Benchmarking Think-in-Video Reasoning for Video Generation CVPR 2026 Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models ACL 2026 Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents ACL 2026 Towards Motion Turing Test: Evaluating Human-Likeness in Humanoid Robots CVPR 2026 TPS-Bench: Evaluating AI Agents’ Tool Planning & Scheduling Abilities in Compounding Tasks ACL 2026 TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation ACL 2026 TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking ACL 2026 TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection CVPR 2026 Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies ACL 2026 Tübingen-CL at SemEval-2026 Task 12: Reinforcement Learning and Verification for Abductive Reasoning SemEval 2026 UAVLight: A Benchmark for Illumination-Robust 3D Reconstruction in Unmanned Aerial Vehicle (UAV) Scenes CVPR 2026 UI-Lens: Assessing General MLLMs' Potential to Automate UI Display Quality Assurance CVPR 2026