publications

publications by categories in reversed chronological order.

2024

  1. Findings
    Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation
    Nihal V. Nayak, Yiyang Nan, Avi Trost, and Stephen H. Bach
    In Findings of the Association for Computational Linguistics: ACL 2024 2024
  2. Findings
    Does CLIP Bind Concepts? Probing Compositionality in Large Image Models
    Martha Lewis,  Nihal V. Nayak Peilin Yu, Qinan Yu, Jack Merullo,  Stephen H. Bach, and Ellie Pavlick
    In Findings of the Association for Computational Linguistics: EACL 2024 2024

2023

  1. NeurIPS-W
    Learning to Generate Instructions to Adapt Language Models to New Tasks
    Nihal V. Nayak, Yiyang Nan, Avi Trost, and Stephen Bach
    In Findings of the Association for Computational Linguistics: EACL 2024 2023
  2. ICLR
    Learning to Compose Soft Prompts for Compositional Zero-Shot Learning
    Nihal V. Nayak Peilin Yu, and Stephen H. Bach
    In International Conference on Learning Representations (ICLR) 2023

2022

  1. ArXiv
    BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
    Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, and others
    ArXiv 2022
  2. ArXiv
    CEREAL: Few-Sample Clustering Evaluation
    Nihal V. Nayak, Ethan R. Elenberg, and Clemens Rosenbaum
    ArXiv 2022
  3. TMLR
    Zero-Shot Learning with Common Sense Knowledge Graphs
    Nihal V. Nayak, and Stephen H. Bach
    Transactions on Machine Learning Research 2022
  4. ACL
    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, and Alexander M. Rush
    In Meeting of the Association for Computational Linguistics (ACL) Demonstration 2022
  5. ICLR
    Multitask 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 Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani,  Nihal V. 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, Stella Biderman, Leo Gao, Tali Bers, Thomas Wolf, and Alexander M. Rush
    In International Conference on Learning Representations (ICLR) 2022
  6. MLSys
    TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
    Wasu Piriyakulkij, Cristina Menghini, Ross Briden,  Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, and Stephen H. Bach
    In Conference on Machine Learning and Systems (MLSys) 2022

2019

  1. RANLP
    Study on Unsupervised Statistical Machine Translation for Backtranslation
    Anush Kumar,  Nihal V. Nayak, Aditya Chandra, and Mydhili K. Nair
    In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP) 2019
  2. AAAI
    DEXTER - Data EXTraction & Entity Recognition for Low Resource Datasets
    Nihal V. Nayak, Pratheek Mahishi, and Sagar Rao
    In AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (AAAI-MAKE) 2019

2018

  1. BEA
    Context Based Approach for Second Language Acquisition
    Nihal V. Nayak, and Arjun R. Rao
    In Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications (BEA) 2018

2017

  1. ACL-SRW
    V for Vocab: An Intelligent Flashcard Application
    Nihal V. Nayak, Tanmay Chinchore, Aishwarya Hanumanth Rao, Shane Michael Martin, Sagar Nagaraj Simha, G. M. Lingaraju, and H. S. Jamadagni
    In Proceedings of ACL 2017, Student Research Workshop (ACL-SRW) 2017