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conftrace_

error analysis

154 papers

Papers

CLEAR: Error Analysis via LLM-as-a-Judge Made Easy AAAI 2026 DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity Recognition EACL 2026 FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models ACL 2026 How Important is ‘Perfect’ English for Machine Translation Prompts? EACL 2026 LLM-as-a-qualitative-judge: automating error analysis in natural language generation EACL 2026 OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets EACL 2026 VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes CVPR 2026 AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction AAAI 2025 An Evaluation Resource for Grounding Translation Errors EMNLP 2025 Annotating the Annotators: Analysis, Insights and Modelling from an Annotation Campaign on Persuasion Techniques Detection ACL 2025 Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis IJCNLP 2025 Automatic Speech Recognition Biases in Newcastle English: an Error Analysis Interspeech 2025 Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems EMNLP 2025 Can Large Language Models Win the International Mathematical Games? EMNLP 2025 Causal Structure Discovery for Error Diagnostics of Children's ASR Interspeech 2025 DASH: Detection and Assessment of Systematic Hallucinations of VLMs ICCV 2025 Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? NAACL 2025 DRM Revisited: A Complete Error Analysis JMLR 2025 Evaluating Robustness of LLMs to Numerical Variations in Mathematical Reasoning NAACL 2025 Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond EMNLP 2025 Findings of the First Patent Claims Translation Task at WAT2025 AACL 2025 Fine-Grained Evaluation of English-Russian MT in 2025: Linguistic Challenges Mirroring Human Translator Training EMNLP 2025 From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025 Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? NAACL 2025 How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework ICLR 2025