no code implementations • 29 Apr 2024 • Sourav Saha, Harsh Agarwal, Swastik Mohanty, Mandar Mitra, Debapriyo Majumdar
The library is designed to make it easy to reproduce state-of-the-art ExIR baselines on standard test collections, as well as to explore new approaches to explaining IR models and methods.
no code implementations • 16 Apr 2024 • Chanwook Park, Sourav Saha, Jiachen Guo, Xiaoyu Xie, Satyajit Mojumder, Miguel A. Bessa, Dong Qian, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu
The evolution of artificial intelligence (AI) and neural network theories has revolutionized the way software is programmed, shifting from a hard-coded series of codes to a vast neural network.
no code implementations • 20 Jan 2023 • Sourav Saha, Trina Chakraborty, Rejwan Bin Sulaiman, Tithi Paul
As a result, there is an urgent need for a novel technique to combat and anticipate the disease in the early phases of individual virus infection.
no code implementations • 14 Dec 2022 • Sourav Saha, Debapriyo Majumdar, Mandar Mitra
This article provides a broad overview of research on the explainability and interpretability of natural language processing and information retrieval methods.
no code implementations • 1 Dec 2022 • Owen Huang, Sourav Saha, Jiachen Guo, Wing Kam Liu
However, for large-scale engineering problems such as concurrent multiscale simulation for mechanical properties, the training cost for the current operator learning methods is very high.
1 code implementation • 24 Oct 2021 • Md Aminul Haque Palash, MD Abdullah Al Nasim, Sourav Saha, Faria Afrin, Raisa Mallik, Sathishkumar Samiappan
Automatic Image Captioning is the never-ending effort of creating syntactically and validating the accuracy of textual descriptions of an image in natural language with context.