no code implementations • 16 Feb 2024 • Yogesh Tripathi, Raghav Donakanti, Sahil Girhepuje, Ishan Kavathekar, Bhaskara Hanuma Vedula, Gokul S Krishnan, Shreya Goyal, Anmol Goel, Balaraman Ravindran, Ponnurangam Kumaraguru
Task performance and fairness scores of LLaMA and LLaMA--2 models indicate that the proposed $LSS_{\beta}$ metric can effectively determine the readiness of a model for safe usage in the legal sector.
no code implementations • 16 Oct 2023 • Aadit Deshpande, Shreya Goyal, Prateek Nagwanshi, Avinash Tripathy
Some of the NLP applications such as intent detection, sentiment classification, text summarization can help FinTech organizations to utilize the social media language data to find useful external insights and can be further utilized for downstream NLP tasks.
no code implementations • 13 Mar 2023 • Sahil Girhepuje, Anmol Goel, Gokul S Krishnan, Shreya Goyal, Satyendra Pandey, Ponnurangam Kumaraguru, Balaraman Ravindran
We highlight the propagation of learnt algorithmic biases in the bail prediction task for models trained on Hindi legal documents.
1 code implementation • 11 Dec 2022 • Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar
Across languages and tasks, IndicXTREME contains a total of 105 evaluation sets, of which 52 are new contributions to the literature.
no code implementations • 12 Mar 2022 • Shreya Goyal, Sumanth Doddapaneni, Mitesh M. Khapra, Balaraman Ravindran
In the past few years, it has become increasingly evident that deep neural networks are not resilient enough to withstand adversarial perturbations in input data, leaving them vulnerable to attack.
no code implementations • 15 Mar 2021 • Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
These two models take advantage of modern deep neural networks for visual feature extraction and text generation.
no code implementations • 15 Mar 2021 • Shreya Goyal, Naimul Khan, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
Reconstructing an indoor scene and generating a layout/floor plan in 3D or 2D is a widely known problem.
no code implementations • 23 Feb 2021 • Saptarshi Purkayastha, Shreya Goyal, Bolu Oluwalade, Tyler Phillips, Huanmei Wu, Xukai Zou
From the PLS-SEM analysis, it was found that security has a positive impact on usability for Single sign-on and bio-capsule facial authentication methods.
Cryptography and Security
no code implementations • 23 Dec 2020 • Shreya Goyal, Saptarshi Purkayastha, Tyler Phillips, Rob Quick, Alexis Britt
Dynaswap project reports on developing a coherently integrated and trustworthy holistic secure workflow protection architecture for cyberinfrastructures which can be used on virtual machines deployed through cyberinfrastructure (CI) services such as JetStream.
Cryptography and Security
no code implementations • 29 Nov 2018 • Mahak Jain, Anurag Sanyal, Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
Human beings understand natural language description and could able to imagine a corresponding visual for the same.