error detection

Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025 Do LLMs estimate uncertainty well in instruction-following? ICLR 2025 Don’t Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models EMNLP 2025 Driving Chinese Spelling Correction from a Fine-Grained Perspective COLING 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025 Error Detection for Multimodal Classification NAACL 2025 Error Detection in Medical Note through Multi Agent Debate ACL 2025 Error Recognition in Procedural Videos using Generalized Task Graph ICCV 2025 Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision EMNLP 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025 GECTurk WEB: An Explainable Online Platform for Turkish Grammatical Error Detection and Correction COLING 2025 HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025 Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025 Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025 Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025 LLMs cannot spot math errors, even when allowed to peek into the solution EMNLP 2025 LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations ICLR 2025 MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection ACL 2025 MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025 Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks CVPR 2025 MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025 PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025