Ashutosh Kumar

Researcher, Amazon

Joined

November 2017

Names

Ashutosh Kumar

Emails

****@iisc.ac.in (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

PhD student

Indian Institute of Science (iisc.ac.in)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Partha Pratim Talukdar

2016 – 2022

Expertise

deep learning

,

natural language processing

,

generative models

2016 – Present

Publications

Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
Siva Rajesh Kasa, Sumegh Roychowdhury, Karan Gupta, Yaswanth Biruduraju, Santhosh Kumar Kasa, Ashutosh Kumar, Pattisapu Nikhil Priyatam, Arindam Bhattacharya, Shailendra Agarwal, Vijay huddar
- MOSS@ICML2025
- Readers: Everyone
Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks
Ashutosh Kumar, Aditya Joshi
- 2022 (modified: 24 Apr 2023)
- ACL (Findings) 2022
- Readers: Everyone
Syntax-Guided Controlled Generation of Paraphrases
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar
- 13 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Syntax-Guided Controlled Generation of Paraphrases
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha P. Talukdar
- 2020 (modified: 19 Oct 2022)
- Trans. Assoc. Comput. Linguistics 2020
- Readers: Everyone
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
Ashutosh Kumar, Satwik Bhattamishra, Manik Bhandari, Partha Talukdar
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
eCommerceGAN: A Generative Adversarial Network for e-commerce
Ashutosh Kumar, Arijit Biswas, Subhajit Sanyal
- 2018 (modified: 24 Apr 2023)
- ICLR (Workshop) 2018
- Readers: Everyone

Co-Authors