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instance difficulty

11 papers

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Co-occurring keywords · papers mentioning both

label noise (2) ai evaluation (1) instance difficulty analysis (1) out-of-domain performance (1) crowd layer (1) slice-based learning (1) multi-annotator dataset (1) spurious data detection (1) weighted accuracy (1) kendall correlation (1)

Papers

Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025 Confounders in Instance Variation for the Analysis of Data Contamination ACL 2024 Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023 Unveiling the Multi-Annotation Process: Examining the Influence of Annotation Quantity and Instance Difficulty on Model Performance EMNLP 2023 A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty CVPR 2022 A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022 ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022 When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty AAAI 2022 Slice-Aware Neural Ranking EMNLP 2020 Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020 Spotting Spurious Data with Neural Networks NAACL 2018