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dataset filtering

11 papers

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Co-occurring keywords · papers mentioning both

data filtering (5) large language model (2) dataset quality (2) data augmentation (2) text classification (2) data-parameter resonance (1) mislabelled data (1) zero-shot recognition (1) cpu-based processing (1) purpose-driven dataset (1)

Papers

Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025 OmniStyle: Filtering High Quality Style Transfer Data at Scale CVPR 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025 ICC : Quantifying Image Caption Concreteness for Multimodal Dataset Curation ACL 2024 DataComp: In search of the next generation of multimodal datasets NeurIPS 2023 Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training CVPR 2023 Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022 Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency EMNLP 2022 Training Dynamic based data filtering may not work for NLP datasets EMNLP 2021 Proposed Taxonomy for Gender Bias in Text; A Filtering Methodology for the Gender Generalization Subtype ACL 2019