83 citations · 155 across the 21 of their papers we have counts for
25 papers
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels
Sourya Dipta Das, Shubham Kumar, Kuldeep Yadav
Grammar competency estimation is essential for assessing linguistic proficiency in both written and spoken language; however, the spoken modality presents additional challenges due…
Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection
Sourya Dipta Das, Yash Vadi, Kuldeep Yadav
Automated Essay Scoring (AES) systems are widely popular in the market as they constitute a cost-effective and time-effective option for grading systems. Nevertheless, many studies…
Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance
Sourya Dipta Das, Yash Vadi, Abhishek Unnam +1
Dialect classification is used in a variety of applications, such as machine translation and speech recognition, to improve the overall performance of the system. In a real-world s…
Can No-reference features help in Full-reference image quality estimation?
Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah
Development of perceptual image quality assessment (IQA) metrics has been of significant interest to computer vision community. The aim of these metrics is to model quality of an i…
Anomaly Detection in Retinal Images using Multi-Scale Deep Feature Sparse Coding
Sourya Dipta Das, Saikat Dutta, Nisarg A. Shah +2
Convolutional Neural Network models have successfully detected retinal illness from optical coherence tomography (OCT) and fundus images. These CNN models frequently rely on vast a…
AdvCodeMix: Adversarial Attack on Code-Mixed Data
Sourya Dipta Das, Ayan Basak, Soumil Mandal +1
Research on adversarial attacks are becoming widely popular in the recent years. One of the unexplored areas where prior research is lacking is the effect of adversarial attacks on…