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

  In submission to 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, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma, Vu Minh Chien, Xuhui Zhou, Yizhi Li, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland

2023

• IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022

  NeurIPS 2022 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.

• Transforming Human-Centered AI Collaboration: Redefining Embodied Agents Capabilities through Interactive Grounded Language Instructions

  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