no code implementations • 3 Mar 2024 • Arijit Ghosh Chowdhury, Md Mofijul Islam, Faysal Hossain Shezan, Vaibhav Kumar, Vinija Jain, Aman Chadha
Large Language Models (LLMs) have become a cornerstone in the field of Natural Language Processing (NLP), offering transformative capabilities in understanding and generating human-like text.
no code implementations • 18 Feb 2024 • Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha
Embeddings play a pivotal role in the efficacy of Large Language Models.
no code implementations • 21 Sep 2023 • Vinay Samuel, Houda Aynaou, Arijit Ghosh Chowdhury, Karthik Venkat Ramanan, Aman Chadha
Large Language Models (LLMs) have demonstrated impressive zero shot performance on a wide range of NLP tasks, demonstrating the ability to reason and apply commonsense.
1 code implementation • 3 Sep 2023 • Arijit Ghosh Chowdhury, Aman Chadha
Robustness in Natural Language Processing continues to be a pertinent issue, where state of the art models under-perform under naturally shifted distributions.
no code implementations • ACL 2021 • Smriti Singh, Tanvi Anand, Arijit Ghosh Chowdhury, Zeerak Waseem
In an effort to analyze the content of television shows belong-ing to this genre, we present a dataset of dialogue turns from popular sitcoms annotated for the presence of sexist remarks.
no code implementations • COLING 2020 • Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar, Di Jin, Ramit Sawhney, Rajiv Ratn Shah
Models with a large number of parameters are prone to over-fitting and often fail to capture the underlying input distribution.
no code implementations • 5 Aug 2020 • Subhadip Maji, Anudeep Srivatsav Appe, Raghav Bali, Veera Raghavendra Chikka, Arijit Ghosh Chowdhury, Vamsi M Bhandaru
We also qualitatively asses the impact of important phrases using human evaluators.
1 code implementation • 13 Jul 2020 • Subhadip Maji, Arijit Ghosh Chowdhury, Raghav Bali, Vamsi M Bhandaru
Deep Neural Networks in NLP have enabled systems to learn complex non-linear relationships.
1 code implementation • ACL 2019 • Arijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah, Debanjan Mahata
The availability of large-scale online social data, coupled with computational methods can help us answer fundamental questions relat- ing to our social lives, particularly our health and well-being.
no code implementations • ACL 2019 • Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney, Rajiv Ratn Shah
The rapid widespread of social media has lead to some undesirable consequences like the rapid increase of hateful content and offensive language.
no code implementations • NAACL 2019 • Arijit Ghosh Chowdhury, Ramit Sawhney, Puneet Mathur, Debanjan Mahata, Rajiv Ratn Shah
The {\#}MeToo movement is an ongoing prevalent phenomenon on social media aiming to demonstrate the frequency and widespread of sexual harassment by providing a platform to speak narrate personal experiences of such harassment.