Publications
You can also find my articles on my Google Scholar profile
2024
Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts, COLING
Shrestha Mohanty, Sarah Xuan, Jacob Jobraeel, Jad Kabbara, Anurag Kumar, Deb Roy
On the Relationship between Truth and Political Bias in Language Models, EMNLP Main
Suyash Fulay, William Brannon, Shrestha Mohanty, Cassandra Overney, Elinor Poole-Dayan, Deb Roy, Jad Kabbara
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents
Shrestha Mohanty, Negar Arabzadeh, Andrea Tupini, Yuxuan Sun, Alexey Skrynnik, Artem Zholus, Marc-Alexandre Côté, Julia Kiseleva
Consent in crisis: the rapid decline of the AI data commons, NeurIPS
Shayne Longpre, Robert Mahari, Ariel Lee, Campbell Lund, Hamidah Oderinwale, William Brannon,… Shrestha Mohanty …, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland
2023
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022, NeurIPS 2023 Competition Track
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Cote, Mohammad Aliannejadi, Milagro Teruel et al.
Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopy, Scientific Reports, Nature
Al-Rahim Habib, Yixi Xu, Kris Bock, Shrestha Mohanty, Tina Sederholm, William B Weeks, Rahul Dodhia, et al.
Shrestha Mohanty*, Negar Arabzadeh*, Artem Zholus, Milagro Teruel, Ahmed Awadallah, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Julia Kiseleva
2022
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding, Neural Information Processing Systems (NeurIPS) Workshop on Interactive Learning For Natural Language Processing
Shrestha Mohanty*, Negar Arabzadeh*, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc Alexandre Cote, Julia Kiseleva
IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents, Conference on Computer Vision and Pattern Recognition (CVPR) Embodied AI Workshop
Artem Zholus, Alexey Skrynnik, Shrestha Mohanty, Zoya Volovikova, Julia Kiseleva, Artur Szlam, Marc-Alexandre Cote, Aleksandr I Panov
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions
Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre Cote, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, et al.
2021
Interactive grounded language understanding in a collaborative environment: IGLU 2021, Neural Information Processing Systems (NeurIPS) Competitions and Demonstrations Track
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, et al.
2018
Malasakit 2.0: A Participatory Online Platform with Feature Phone Integration and Voice Recognition for Crowdsourcing Disaster Risk Reduction Strategies in the Philippines, IEEE Global Humanitarian Technology Conference (GHTC)
Brandie Nonnecke, Shrestha Mohanty, Andrew Lee, Jonathan Lee, Sequoia Beckman, Justin Mi, Thanatcha Panpairoj, Jeffrey Rosario Ancheta, Hilary Martinez, Nathaniel Oco, Rachel Edita Roxas, Camille Crittenden, Ken Goldberg
Deep air: Forecasting air pollution in Beijing, China, Environmental Science
Vikram Reddy, Pavan Yedavalli, Shrestha Mohanty, Udit Nakhat
2017
Malasakit 1.0: A participatory online platform for crowdsourcing disaster risk reduction strategies in the Philippines, IEEE Global Humanitarian Technology Conference (GHTC)
Brandie M Nonnecke, Shrestha Mohanty, Andrew Lee, Jonathan Lee, Sequoia Beckman, Justin Mi, Sanjay Krishnan, Rachel Edita Roxas, Nathaniel Oco, Camille Crittenden, Ken Goldberg
Qualitative data analysis of disaster risk reduction suggestions assisted by topic modeling and word2vec, International Conference on Asian Language Processing (IALP)
Ken Gorro, Jeffrey Rosario Ancheta, Kris Capao, Nathaniel Oco, Rachel Edita Roxas, Mary Jane Sabellano, Brandie Nonnecke, Shrestha Mohanty, Camille Crittenden, Ken Goldberg
Discovering topics from qualitative responses of a disaster preparedness e-participation system, IEEE Region 10 Conference (TENCON)
Joyce Emlyn Guiao, Jennifer Carreon, Alvin Malicdem, Nathaniel Oco, Rachel Edita Roxas, Brandie Nonnecke, Shrestha Mohanty, Andrew Lee, Jonathan Lee, Justin Mi, Sequoia Beckman, Camille Crittenden, Ken Goldberg