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data representation

14 papers

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Co-occurring keywords · papers mentioning both

representation learning (4) subset selection (3) topological optimization (1) differentiable mapper (1) feature representation (1) class imbalance (1) low-rank approximation (1) affinity learning (1) majority voting (1) cost-sensitive learning (1)

Papers

Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025 Disentangling the Roles of Representation and Selection in Data Pruning ACL 2025 Differentiable Mapper for Topological Optimization of Data Representation ICML 2024 Unveiling the Dynamics of Information Interplay in Supervised Learning ICML 2024 NCDL: A Framework for Deep Learning on non-Cartesian Lattices NeurIPS 2023 The Tunnel Effect: Building Data Representations in Deep Neural Networks NeurIPS 2023 Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022 PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022 A Data-Centric Framework for Composable NLP Workflows EMNLP 2020 A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018 Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018 Affinity Learning for Mixed Data Clustering IJCAI 2017 Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014