no code implementations • WNUT (ACL) 2021 • Aman Priyanshu, Aleti Vardhan, Sudarshan Sivakumar, Supriti Vijay, Nipuna Chhabra
The increasing use of social media sites in countries like India has given rise to large volumes of code-mixed data.
1 code implementation • 6 May 2024 • Aman Priyanshu, Yash Maurya, Suriya Ganesh, Vy Tran
Aggregating statistics over geographical regions is important for many applications, such as analyzing income, election results, and disease spread.
no code implementations • 24 May 2023 • Aman Priyanshu, Supriti Vijay, Ayush Kumar, Rakshit Naidu, FatemehSadat Mireshghallah
More specifically, we find that when ChatGPT is prompted to summarize cover letters of a 100 candidates, it would retain personally identifiable information (PII) verbatim in 57. 4% of cases, and we find this retention to be non-uniform between different subgroups of people, based on attributes such as gender identity.
no code implementations • 16 Nov 2022 • Supriti Vijay, Aman Priyanshu
Vocalization of such information has allowed the investigation and identification of criminals.
1 code implementation • 14 Nov 2022 • Aman Priyanshu, Supriti Vijay
Downstream training for keyword extractors is a lengthy process and requires a significant amount of data.
1 code implementation • 28 Jun 2022 • Supriti Vijay, Aman Priyanshu
With increasing applications in areas such as biomedical information extraction pipelines and social media analytics, Named Entity Recognition (NER) has become an indispensable tool for knowledge extraction.
no code implementations • 20 Apr 2022 • Aman Priyanshu, Sarthak Shastri, Sai Sravan Medicherla
Experimental results demonstrate that the proposed attention augmented model achieves a significant reduction in execution time, by 91. 78%, and an average detection F1-Score of 0. 93 on the NSL-KDD and KDDCUP'99 dataset.
1 code implementation • 20 Mar 2022 • Tiasa Singha Roy, Priyam Basu, Aman Priyanshu, Rakshit Naidu
While sadness is a human emotion that people experience at certain times throughout their lives, inflicting them with emotional disappointment and pain, depression is a longer term mental illness which impairs social, occupational, and other vital regions of functioning making it a much more serious issue and needs to be catered to at the earliest.
no code implementations • 7 Sep 2021 • Aman Priyanshu, Aleti Vardhan, Sudarshan Sivakumar, Supriti Vijay, Nipuna Chhabra
The increasing use of social media sites in countries like India has given rise to large volumes of code-mixed data.
1 code implementation • 9 Aug 2021 • Aman Priyanshu, Rakshit Naidu, FatemehSadat Mireshghallah, Mohammad Malekzadeh
Tuning the hyperparameters in the differentially private stochastic gradient descent (DPSGD) is a fundamental challenge.
no code implementations • 24 Jun 2021 • Rakshit Naidu, Aman Priyanshu, Aadith Kumar, Sasikanth Kotti, Haofan Wang, FatemehSadat Mireshghallah
Given the increase in the use of personal data for training Deep Neural Networks (DNNs) in tasks such as medical imaging and diagnosis, differentially private training of DNNs is surging in importance and there is a large body of work focusing on providing better privacy-utility trade-off.
no code implementations • 26 Apr 2021 • Aman Priyanshu, Mudit Sinha, Shreyans Mehta
Social media platforms such as Twitter, Facebook etc can be utilised as an important source of information during disaster events.
no code implementations • 5 Apr 2021 • Aman Priyanshu, Rakshit Naidu
The amount of data, manpower and capital required to understand, evaluate and agree on a group of symptoms for the elementary prognosis of pandemic diseases is enormous.