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dataset diversity

9 papers

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Co-occurring keywords · papers mentioning both

large language model (2) data diversity (2) data augmentation (2) nlp evaluation (1) model size (1) annotator bia (1) dataset construction (1) instruction expansion (1) dynamic prompt (1) nlp dataset (1)

Papers

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning AAAI 2026 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025 Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures ICML 2025 Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation CoRL 2025 We Need to Measure Data Diversity in NLP — Better and Broader EMNLP 2025 Generalization to New Sequential Decision Making Tasks with In-Context Learning ICML 2024 Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data ICML 2021 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019