Gunjan Chhablani

Hello! I am a second-year Master's student at Georgia Tech, under the guidance of Dhruv Batra. My current focus revolves around maintaining EvalAI and contributing to the field of Embodied AI.

Previously, I spent two years, from 2020 to 2022, at Oracle, where I wore multiple hats as a developer and a Machine Learning Engineer within the the OCI language team. My main responsibilities revolved around designing and managing pipelines for training and evaluating language models.

I hold a Bachelor's in Computer Science from BITS Goa, where I proudly secured the 3rd rank in my graduating class.

Email  /  Resume  /  GitHub  /  Google Scholar  /  LinkedIn

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Research Interests

My research interests lie in multimodal ML and embodied AI. My current goal is to harness perception and language understanding to create intelligent agents that interact with and understand the world in a human-like manner.

Publications

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The HomeRobot Open Vocabulary Mobile Manipulation Challenge


Sriram Yenamandra, Arun Ramachandran, Mukul Khanna, Karmesh Yadav, Devendra Singh Chaplot, Gunjan Chhablani, Alexander Clegg, Theophile Gervet, Vidhi Jain, Ruslan Partsey, Ram Ramrakhya, Andrew Szot, Austin Wang, Tsung-Yen Yang, Aaron Edsinger, Charles Kemp, Binit Shah, Zsolt Kira, Dhruv Batra, Roozbeh Mottaghi, Yonatan Bisk, Chris Paxton
NeurIPS 2023 (Competitions Track), 2023
website

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MultiViz: Towards Visualizing and Understanding Multimodal Models


Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
ICLR, 2023
arxiv / code / website

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PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts


Stephen H. Bach, Victor Sanh, Zheng-Xin Yong, Albert Webson, Colin Raffel, Nihal V. Nayak, Abheesht Sharma, Taewoon Kim, M Saiful Bari, Thibault Fevry, Zaid Alyafeai, Manan Dey, Andrea Santilli, Zhiqing Sun, Srulik Ben-David, Canwen Xu, Gunjan Chhablani, Han Wang, Jason Alan Fries, Maged S. Al-shaibani, Shanya Sharma, Urmish Thakker, Khalid Almubarak, Xiangru Tang, Dragomir Radev, Mike Tian-Jian Jiang, Alexander M. Rush
ACL (Demo), 2022
arxiv / code / website

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Multi-Task Prompted Training Enables Zero-Shot Task Generalization


Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Teven Le Scao, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Fevry, Jason Alan Fries, Ryan Teehan, Tali Bers, Stella Biderman, Leo Gao, Thomas Wolf, Alexander M. Rush
ICLR, 2022
arxiv / code

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DRIFT: A Toolkit for Diachronic Analysis of Scientific Literature


Abheesht Sharma, Gunjan Chhablani, Harshit Pandey, Rajaswa Patil
EMNLP (Demo), 2021
arxiv / code

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Datasets: A Community Library for Natural Language Processing


Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite, Abhishek Thakur, Patrick von Platen, Suraj Patil, Julien Chaumond, Mariama Drame, Julien Plu, Lewis Tunstall, Joe Davison, Mario Šaško, Gunjan Chhablani, Bhavitvya Malik, Simon Brandeis, Teven Le Scao, Victor Sanh, Canwen Xu, Nicolas Patry, Angelina McMillan-Major, Philipp Schmid, Sylvain Gugger, Clément Delangue, Théo Matussière, Lysandre Debut, Stas Bekman, Pierric Cistac, Thibault Goehringer, Victor Mustar, François Lagunas, Alexander M. Rush, Thomas Wolf
EMNLP (Demo), 2021
arxiv / code

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NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques


Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, Yash Bhartia, Shan Suthaharan
SemEval-2021 Workshop, ACL-IJCNLP, 2021
arxiv / code

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LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting


Abheesht Sharma, Harshit Pandey, Gunjan Chhablani, Yash Bhartia, Tirtharaj Dash
SemEval-2021 Workshop, ACL-IJCNLP, 2021
arxiv / code





Design and source code from Jon Barron's website