error detection

Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 Probing for Arithmetic Errors in Language Models EMNLP 2025 ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges ICCV 2025 Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025 S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025 SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It EMNLP 2025 Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025 Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025 Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks OSDI 2025 Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs IJCNLP 2025 VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning NAACL 2025 Where Did That Come From? Sentence-Level Error-Tolerant Attribution EMNLP 2025 AED: Adaptable Error Detection for Few-shot Imitation Policy NeurIPS 2024 Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024 Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context COLING 2024 AutoPSV: Automated Process-Supervised Verifier NeurIPS 2024 Beyond Error Categories: A Contextual Approach of Evaluating Emerging Spell and Grammar Checkers COLING 2024 Beyond the Norms: Detecting Prediction Errors in Regression Models ICML 2024 Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check EMNLP 2024 Cross-Constrained Progressive Inference for 3D Hand Pose Estimation with Dynamic Observer-Decision-Adjuster Networks AAAI 2024 Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets EACL 2024 Error Detection in Egocentric Procedural Task Videos CVPR 2024 GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024