conftrace_

error detection

176 papers

Explore in graph

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

Error Detection for Multimodal Classification NAACL 2025
Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025
Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection ACL 2025
AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025
Probing for Arithmetic Errors in Language Models EMNLP 2025
Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025
Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs IJCNLP 2025
Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025
LLMs cannot spot math errors, even when allowed to peek into the solution EMNLP 2025
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025
The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It EMNLP 2025
Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing EMNLP 2025
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025
S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025
Error Recognition in Procedural Videos using Generalized Task Graph ICCV 2025
CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction ACL 2025
Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025
VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning NAACL 2025
A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ACL 2025