SUPRITI VIJAY
Member of Technical Staff
Adobe India

I'm currently a Member of Technical Staff at Adobe's Digital Experience team in Bangalore, India. Additionally, I also collaborate with the Big Data Experience Lab at Adobe Research, under Dr. Aparna Garimalla where I primarily work on fairness in large langauge models.

In brief, my research interests are centered around making NLP systems more accessible and practical for people all around the world. This entails delving deep into the intricacies of NLP models, uncovering biases, and critically assessing their privacy and fairness aspects. I am also broadly interested in the societal and ethical implications of NLP models (for example - I am curious about whether LLMs are influenced by human-like opinions and behaviors) and the potential harms that emerge in their context.

In addition to this, I am a Project Lead and Collaborator at OpenMined where I dedicate my time researching and developing secure and privacy-preserving AI tools. I am fortunate to have researched with amazing professors (Dr. Ashique Khudabuksh, Dr. Ferdinando Fioretto, Dr. Daniel Hershcovitch, Dr. Amine Trabelsi, Dr. Akrati Saxena), research scientists (Dr. Aparna Garimalla, Dr Saurabh Aggarwal), postdocs (Dr. Niloofar Mireshghallah (Fatemeh), Dr. Chirag Agarwal) and students (Krithika Ramesh, Rakshit Naidu, Aman Priyanshu). These experiences have allowed to identify and find solutions to potential harms caused by NLP tools in society.

Furthermore, during my undergraduate years, I led as the General Secretary of the Research Society MIT. In this role, I led initiatives to foster research awareness and accessibility, organizing events like CSResearch4Freshers and Cognizance, where experienced researchers shared insights to guide newcomers on their research journeys.

Another significant aspect of my life involves advocating for women's rights. In college, I founded a nonprofit organization, Felasa Initiative, primarily focused on increasing legal awareness among women. We observed that a significant portion of women, including the educated ones, possessed limited knowledge about their legal rights. This served as the driving force behind our initiative. We are always on the lookout for volunteers who can contribute to this meaningful cause. Feel free to reach out here :)

You've made it this far πŸŽ‰. So let's take a glimpse of my more fun interests as well. Beyond research and various activities, I delight in 🎡 Bollywood music, and πŸŠπŸ»β€β™€οΈ swimming. Additionally, I have a keen interest in 🎭 theatre, a passion I cultivated during college, participating in various dramatic competitions throughout India.

Updates

Aug 2023: I started working at Adobe! πŸ‘©πŸ»β€πŸ’»
Jul 2023: Graduated from MIT, Manipal in Computer Science with a minor in Big Data Technology!
Jul 2023: I'll be presenting my research at the Eastern European Machine Learning School, Kosice! Excited to attend lectures by speakers from DeepMind, NVIDIA, University of Cambridge etc.
Jun 2023: I completed my bachelor thesis at the CoAStaL NLP Lab, under Dr. Daniel Hershcovich!
May 2023: I'll be volunteering at EACL virtually! Feel free to get in touch if you'll be attending the same.
Mar 2023: Guest Speaker for "Talk with Scholars Episode" held by IEEE Computer Society Kerala Chapter!
Feb 2023: I'll be attending AAAI 2023 as an undergraduate scholar where I'll be presenting my research in the Main Hall on Thursday. Come check it out!
Feb 2023: Our paper β€œF-BRIM: A Semi-Supervised Approach for Bias Mitigation with Activation-Weighted Neuron Regularization” is accepted to the Artificial Intelligence for Social Good Workshop at AAAI 2023! πŸŽ‰
Feb 2023: Guest Speaker for "How to get Internships - Job vs Research" at the Mentors Conclave hosted by LeanIn Manipal.
Jan 2023: Participating at the Research Week with Google India. See you in Bangalore!
Oct 2022: Guest Speaker for "A Guide to Research Internships" at Investigar, TechTatva - the official technical fest of MIT, Manipal. Join us at MV seminar hall!
Aug 2022: Invited once again as a guest by ACM-W, Manipal, to guide students in securing research internships! 🀩
Jul 2022: Won second runner's up at the Research & Reports Track in #ShowYourSkill (Coursera) where I developed an NLP-augmented Machine Learning Application for women's safety.
Mar 2022: Guest Speaker for "Paving Your Research Journey: A Guide for Undergraduate Students."
Mar 2022: Delivered a talk at the Search for Research Event held by ACM-W Manipal!
Dec 2021: Received the Mitacs Globalink Research Internship (GRI) Award!
Nov 2021: Won the Adobe India Women-In-Tech (WIT) 2022 Scholarship, securing one of only six scholarships awarded nationwide.
PUBLICATIONS

NLP + Privacy

Are Chatbots Ready for Privacy-Sensitive Applications? An Investigation into Input Regurgitation and Prompt-Induced Sanitization
Aman Priyanshu, Supriti Vijay, Ayush Kumar, Rakshit Naidu, Fatemeh Mireshghallah
Under Review PDF● ABS● CITE

NLP + Society

F-BRIM: A Semi-Supervised Approach for Bias Mitigation with Activation-Weighted Neuron Regularization
Supriti Vijay*, Aman Priyanshu*, Ashalatha Nayak
Proceedings of AAAI 2023 Undergraduate Consortium & AI4SG@AAAI 2023 PDF● POSTER
"Something Something Hota Hai!" An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data
Aman Priyanshu*, Sudarshan Sivakumar*, Supriti Vijay*, Aleti Vardhan*, Nipuna Chhabra*
Workshop on Noisy User-generated Text@EMNLP 2021 PDF● ABS● POSTER
Detecting Gender Bias using Explainability
Gauri Gupta*, Supriti Vijay*, Krithika Ramesh*
Workshop on Widening Natural Language Processing@EMNLP 2021 TALK● SLIDES● PDF

NLP Research + Machine Learning

Counterfactual Explanation Policies in RL
Shripad V Deshmukh, Srivatsan. R, Supriti Vijay, Jayakumar Subramanian, Chirag Agarwal
Counterfactuals in Minds and Machines@ICML 2023 PDF● ABS● CITE
#maskUp: Selective Attribute Encryption for Sensitive Vocalization for English language on Social Media Platforms
Supriti Vijay*, Aman Priyanshu*
Eastern European Machine Learning School (EEML) 2023 PDF● ABS● CODE
AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERT
Aman Priyanshu*, Supriti Vijay*
Eastern European Machine Learning School (EEML) 2023 PDF● ABS● CODE
NERDA-Con: Extending NER models for Continual Learning β€” Integrating Distinct Tasks and Updating Distribution Shifts
Supriti Vijay*, Aman Priyanshu*
Updatable Machine Learning Workshop@ICML 2022 TALK● PDF● ABS● CODE
RESEARCH EXPERIENCE
Aug 2023 - Present
Research Assistant
Mentor: Dr Daniel Hershcovich
CoAStaL NLP Lab, University of Copenhagen
Jan 2023 - Jun 2023
Research Intern
Mentors: Dr Chirag Agarwal, Shripad Deshmukh
Media and Data Science Lab, Adobe Inc.
May 2022 - Sep 2022
MITACS Globalink Research Intern
Mentor: Dr Amine Trabelsi
Natural Language Processing Lab, Lakehead University
Jul 2022 - Jan 2023
Undergraduate Research Assistant
Mentor: Dr Ashalatha Nayak
Manipal Institute Of Technology
Jan 2022 - Dec 2022
Research Intern
Mentors: Dr Saurabh Aggarwal, Dr. Akrati Saxena
Epidemic Detection Lab, A*STAR Singapore
Jul 2021 - Dec 2021
PROFESSIONAL EXPERIENCE
Digital Experience Team
Manager: Mandeep Gandhi
Adobe Inc.
Aug 2023 - Present
Data Science Intern
Manager: Henry Ho
Asia Pacific Resources International Holdings (APRIL)
Mar 2023 - May 2023
TALKS
Talk With Scholars
An interview on the Adobe India Women-In-Tech Scholarship
IEEE CS Kerala Chapter
VIDEO● POSTER
How to get Internships - Job vs Research
An interview on how to secure internships, both industry and research
Mentors Conclave, LeanIn Manipal
POSTER
A Guide to Research Internships
An interview on how to secure internships, both industry and research
Investigar, TechTatva - Technical fest of MIT Manipal
POSTER
Securing Research Internships
An interview on how to secure internships, both industry and research
ACM-W, Manipal
POSTER
Paving Your Research Journey: A Guide for Undergraduate Students
An interview on how to secure internships, both industry and research
Research Society MIT
VIDEO● POSTER
Search for Research Event
An interview on how to secure internships, both industry and research
ACM-W Manipal
POSTER