conftrace_

error detection

176 papers

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Also known as

ED

Co-occurring keywords

large language model (13587) grammatical error correction (270) error correction (179) language model (4599) machine translation (2499) mathematical reasoning (407) automatic speech recognition (1774) text classification (6793) text correction (74) sequence labeling (824)

Papers

Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models EACL 2026
MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models ACL 2026
The Bidirectional Process Reward Model ACL 2026
Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning AAAI 2026
Intra-Class Probabilistic Embeddings for Uncertainty Estimation in Vision-Language Models WACV 2026
Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and Explanation EACL 2026
Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark EACL 2026
Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework AAAI 2026
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ACL 2026
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025
An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them NAACL 2025
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025
Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025
LLMs cannot spot math errors, even when allowed to peek into the solution EMNLP 2025
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks OSDI 2025
Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025
Probing for Arithmetic Errors in Language Models EMNLP 2025
CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction ACL 2025
VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning NAACL 2025
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025