Prachi Gupta

2 papers · 2021–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (1) L4DC (1)

Top co-authors

Arka Talukdar (1) Kevin Collins (1) Harish S. Bhat (1) Monika Dagar (1) Christine M. Isborn (1) Varun Menon (1)

Research topics

Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Mathematics & Optimization (1) Natural Language Processing (1) Application Areas (1) Applications (1) Core AI (1) Learning Types (1) Optimization (1)

Keywords

natural language processing (1) text classification (1) natural language understanding (1) label noise (1) training dynamics (1) model generalization (1) electron density (1) data filtering (1) dataset quality (1) least squares optimization (1) dataset filtering (1) adjoint sensitivity (1) mislabelled data (1) mislabelled data detection (1) area under the margin (1) correlation potential (1) time-dependent schrodinger equation (1)

Papers

Dynamic Learning of Correlation Potentials for a Time-Dependent Kohn-Sham System L4DC 2022 Training Dynamic based data filtering may not work for NLP datasets EMNLP 2021