Madhura Pande

3 papers · 2020–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Mitesh M. Khapra (2) Preksha Nema (2) Aakriti Budhraja (2) Pratyush Kumar (2) Surender Kumar (1) Chinmay Sharma (1) Vishal Kakkar (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI (2) Techniques (2) Architectures (1) Learning Types (1) Optimization & Theory · Deep Learning (1)

Keywords

attention head (2) attention mechanism (2) curriculum learning (1) weak supervision (1) synthetic data generation (1) hypothesis testing (1) model pruning (1) attention head pruning (1) spell correction (1) syntactic relation (1) transformer model (1) model compression (1) multi-headed attention (1) statistical inference (1)

Papers

Search Query Spell Correction with Weak Supervision in E-commerce ACL 2023 The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT AAAI 2021 On the weak link between importance and prunability of attention heads EMNLP 2020