conftrace_

model diagnosis

13 papers

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Co-occurring keywords

error analysis (160) model explanation (155) dataset size (7) counterfactual image (5) image generator (2) large language model (13587) system evaluation (33) inter-annotator disagreement (19) counterfactual training (6) attribute editing (17)

Papers

Do GUI Grounders Truly Understand UI Elements? EACL 2026
Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025
Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing CVPR 2025
Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time EMNLP 2025
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals ACL 2023
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics AISTATS 2023
Zero-Shot Model Diagnosis CVPR 2023
Robust Feature-Level Adversaries are Interpretability Tools NIPS 2022
On the data requirements of probing ACL 2022
ExplainaBoard: An Explainable Leaderboard for NLP IJCNLP 2021
On Relating Explanations and Adversarial Examples NIPS 2019
QADiver: Interactive Framework for Diagnosing QA Models AAAI 2019