error analysis

Human and AI Perceptual Differences in Image Classification Errors AAAI 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025 Pitfalls and Limits in Automatic Dementia Assessment Interspeech 2025 REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025 Representing and Clustering Errors in Offensive Language Detection NAACL 2025 Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 Task-Aware Evaluation and Error-Overlap Analysis for Large Language Models AACL 2025 Viability of Machine Translation for Healthcare in Low-Resourced Languages EMNLP 2025 Word-Level Error Analysis in Decoding Systems: From Speech Recognition to Brain-Computer Interfaces Interspeech 2025 A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations EMNLP 2024 A Joint Approach for Automatic Analysis of Reading and Writing Errors COLING 2024 BinaryAlign: Word Alignment as Binary Sequence Labeling ACL 2024 Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024 Challenges of German Speech Recognition: A Study on Multi-ethnolectal Speech Among Adolescents Interspeech 2024 Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness ACL 2024 CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs’ Mathematical Reasoning Capabilities ACL 2024 CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English COLING 2024 DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers EMNLP 2024 DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions EMNLP 2024 Error Analysis of Multilingual Language Models in Machine Translation: A Case Study of English-Amharic Translation EMNLP 2024 Error Analysis of NLP Models and Non-Native Speakers of English Identifying Sarcasm in Reddit Comments COLING 2024 Error Analysis of Spherically Constrained Least Squares Reformulation in Solving the Stackelberg Prediction Game NeurIPS 2024