Madhura Pande

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Search Mechanism

Statistical Data

Focus Of Attention

Top Venues

Publications

Vishal Kakkar, Chinmay Sharma, Madhura Pande, Surender Kumar
Search Query Spell Correction with Weak Supervision in E-commerce. ACL (industry) (2023)
Madhura Pande, Vishal Kakkar, Manish Bansal, Surender Kumar, Chinmay Sharma, Himanshu Malhotra, Praneet Mehta
Learning-to-Spell: Weak Supervision based Query Correction in E-Commerce Search with Small Strong Labels. CIKM (2022)
Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT. AAAI (2021)
Aakriti Budhraja, Madhura Pande, Pratyush Kumar, Mitesh M. Khapra
On the Prunability of Attention Heads in Multilingual BERT. CoRR (2021)
Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in BERT. CoRR (2021)
Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
On the Importance of Local Information in Transformer Based Models. CoRR (2020)
Aakriti Budhraja, Madhura Pande, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
On the weak link between importance and prunability of attention heads. EMNLP (1) (2020)