Aakriti Budhraja

About Aakriti Budhraja

Aakriti Budhraja, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of NLP, Deep Learning, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the prunability of attention heads in multilingual BERT

The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in bert

On the weak link between importance and prunability of attention heads

On the importance of local information in transformer based models

Aakriti Budhraja Information

University

Position

Research Scholar

Citations(all)

23

Citations(since 2020)

23

Cited By

1

hIndex(all)

2

hIndex(since 2020)

2

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Indian Institute of Technology Madras

Google Scholar

View Google Scholar Profile

Aakriti Budhraja Skills & Research Interests

NLP

Deep Learning

Machine Learning

Top articles of Aakriti Budhraja

Title

Journal

Author(s)

Publication Date

On the prunability of attention heads in multilingual BERT

arXiv preprint arXiv:2109.12683

Aakriti Budhraja

Madhura Pande

Pratyush Kumar

Mitesh M Khapra

2021/9/26

The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in bert

Proceedings of the AAAI conference on artificial intelligence

Madhura Pande

Aakriti Budhraja

Preksha Nema

Pratyush Kumar

Mitesh M Khapra

2021/5/18

On the weak link between importance and prunability of attention heads

Aakriti Budhraja

Madhura Pande

Preksha Nema

Pratyush Kumar

Mitesh M Khapra

2020/11

On the importance of local information in transformer based models

arXiv preprint arXiv:2008.05828

Madhura Pande

Aakriti Budhraja

Preksha Nema

Pratyush Kumar

Mitesh M Khapra

2020/8/13

See List of Professors in Aakriti Budhraja University(Indian Institute of Technology Madras)