Vitobha Munigala

Researcher, Research, International Business Machines

Joined

January 2022

Names

Vitobha Munigala (Preferred)

Emails

****@in.ibm.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Research , International Business Machines (ibm.com)

2016 – Present

MS student

Research, Indian Institute of Technology, Bombay, Dhirubhai Ambani Institute Of Information and Communication Technology (iitb.ac.in)

2014 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

natural language processing

deep learning

LSTM

RNN

2016 – 2022

Publications

ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries
Kishan Maharaj, Vitobha Munigala, Srikanth G. Tamilselvam, Prince Kumar, Sayandeep Sen, Palani Kodeswaran, Abhijit Mishra, Pushpak Bhattacharyya
- ACL (1) 2025
- Readers: Everyone
Towards Context-based Model Selection for Improved Crop Price Forecasting
Ayush Jain, Smit Marvaniya, Shantanu Godbole, Vitobha Munigala
- COMAD/CODS 2022
- Readers: Everyone
Automatic Assessment of Quality of your Data for AI
Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
- 2022 (modified: 23 Dec 2022)
- COMAD/CODS 2022
- Readers: Everyone
Development of an Enterprise-Grade Contract Understanding System
Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha C. Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu
- 2021 (modified: 12 Nov 2021)
- NAACL-HLT (Industry Papers) 2021
- Readers: Everyone
Data Quality for Machine Learning Tasks
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
- Published: 01 Jan 2021, Last Modified: 12 Sept 2023
- KDD 2021
- Readers: Everyone
Overview and Importance of Data Quality for Machine Learning Tasks
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- KDD 2020
- Readers: Everyone
"Let me convince you to buy my product ... ": A Case Study of an Automated Persuasive System for Fashion Products
Vitobha Munigala, Srikanth Tamilselvam, Anush Sankaran
- CoRR 2017
- Readers: Everyone
Cognitive Compliance for Financial Regulations
Arvind Agarwal, Balaji Ganesan, Ankush Gupta, Nitisha Jain, Hima Karanam, Arun Kumar, Nishtha Madaan, Vitobha Munigala, Srikanth Tamilselvam
- 2017 (modified: 20 May 2025)
- IT Prof. 2017
- Readers: Everyone
Observability: replacing sensors with inference engines
Anshul Ajay Agarwal, Vitobha Munigala, Krithi Ramamritham
- e-Energy (Posters) 2016
- Readers: Everyone

View all 13 publications

Co-Authors

View all 56 co-authors