Nihal V. Nayak

25 papers A* 2Misc 1Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Critical Look at Targeted Instruction Selection: Disentangling What Matters (and What Doesn't).
CoRR
Nihal V. Nayak, Paula Rodriguez Diaz, Neha Hulkund, Sara Beery, David Alvarez-Melis
2026 — conf
Revisiting Generalization Across Difficulty Levels: It's Not So Easy.
EACL (Volume 1: Long Papers)
Yeganeh Kordi, Nihal V. Nayak, Max Zuo, Ilana Nguyen, Stephen H. Bach
2025 J jnl
Boomerang Distillation Enables Zero-Shot Model Size Interpolation.
CoRR
Sara Kangaslahti, Nihal V. Nayak, Jonathan Geuter, Marco Fumero, Francesco Locatello, David Alvarez-Melis
2025 — conf
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction.
KDD (2)
Tassallah Abdullahi, Ioanna Gemou, Nihal V. Nayak, Ghulam Murtaza, Stephen H. Bach, Carsten Eickhoff, Ritambhara Singh
2025 J jnl
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction.
CoRR
Tassallah Abdullahi, Ioanna Gemou, Nihal V. Nayak, Ghulam Murtaza, Stephen H. Bach, Carsten Eickhoff, Ritambhara Singh
2025 J jnl
Revisiting Generalization Across Difficulty Levels: It's Not So Easy.
CoRR
Yeganeh Kordi, Nihal V. Nayak, Max Zuo, Ilana Nguyen, Stephen H. Bach
2024 J jnl
$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources.
CoRR
Apoorv Khandelwal, Tian Yun, Nihal V. Nayak, Jack Merullo, Stephen H. Bach, Chen Sun, Ellie Pavlick
2024 — conf
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.
EACL (Findings)
Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick
2024 — conf
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation.
ACL (Findings)
Nihal V. Nayak, Yiyang Nan, Avi Trost, Stephen H. Bach
2024 J jnl
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation.
CoRR
Nihal V. Nayak, Yiyang Nan, Avi Trost, Stephen H. Bach
2023 A* conf
Learning to Compose Soft Prompts for Compositional Zero-Shot Learning.
ICLR
Nihal V. Nayak, Peilin Yu, Stephen H. Bach
2022 J jnl
CEREAL: Few-Sample Clustering Evaluation.
CoRR
Nihal V. Nayak, Ethan R. Elenberg, Clemens Rosenbaum
2022 J jnl
Learning to Compose Soft Prompts for Compositional Zero-Shot Learning.
CoRR
Nihal V. Nayak, Peilin Yu, Stephen H. Bach
2022 A* conf
Multitask Prompted Training Enables Zero-Shot Task Generalization.
ICLR
Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, 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 Févry, Jason Alan Fries, Ryan Teehan, Teven Le Scao, Stella Biderman, Leo Gao, Thomas Wolf, Alexander M. Rush
2022 — conf
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts.
ACL (demo)
Stephen H. Bach, Victor Sanh, Zheng Xin Yong, Albert Webson, Colin Raffel, Nihal V. Nayak, Abheesht Sharma, Taewoon Kim, M. Saiful Bari, Thibault Févry, Zaid Alyafeai, Manan Dey, Andrea Santilli, Zhiqing Sun, Srulik Ben-David, Canwen Xu, Gunjan Chhablani, Han Wang, Jason Alan Fries, Maged Saeed AlShaibani, Shanya Sharma, Urmish Thakker, Khalid Almubarak, Xiangru Tang, Dragomir R. Radev, Mike Tian-Jian Jiang, Alexander M. Rush
2022 J jnl
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts.
CoRR
Stephen H. Bach, Victor Sanh, Zheng Xin Yong, Albert Webson, Colin Raffel, Nihal V. Nayak, Abheesht Sharma, Taewoon Kim, M. Saiful Bari, Thibault Févry, Zaid Alyafeai, Manan Dey, Andrea Santilli, Zhiqing Sun, Srulik Ben-David, Canwen Xu, Gunjan Chhablani, Han Wang, Jason Alan Fries, Maged Saeed AlShaibani, Shanya Sharma, Urmish Thakker, Khalid Almubarak, Xiangru Tang, Mike Tian-Jian Jiang, Alexander M. Rush
2022 — conf
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data.
MLSys
Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach
2022 J jnl
Zero-Shot Learning with Common Sense Knowledge Graphs.
Trans. Mach. Learn. Res.
Nihal V. Nayak, Stephen H. Bach
2021 J jnl
Multitask Prompted Training Enables Zero-Shot Task Generalization.
CoRR
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 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 Févry, Jason Alan Fries, Ryan Teehan, Stella Biderman, Leo Gao, Tali Bers, Thomas Wolf, Alexander M. Rush
2021 J jnl
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data.
CoRR
Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach
2020 J jnl
Zero-Shot Learning with Common Sense Knowledge Graphs.
CoRR
Nihal V. Nayak, Stephen H. Bach
2019 — conf
DEXTER - Data EXTraction & Entity Recognition for Low Resource Datasets.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Nihal V. Nayak, Pratheek Mahishi, Sagar Rao
2019 Misc conf
Study on Unsupervised Statistical Machine Translation for Backtranslation.
RANLP
Anush Kumar, Nihal V. Nayak, Aditya Chandra, Mydhili K. Nair
2018 — conf
Context Based Approach for Second Language Acquisition.
BEA@NAACL-HLT
Nihal V. Nayak, Arjun R. Rao
2017 — conf
V for Vocab: An Intelligent Flashcard Application.
ACL (Student Research Workshop)
Nihal V. Nayak, Tanmay Chinchore, Aishwarya Hanumanth Rao, Shane Michael Martin, Sagar Nagaraj Simha, G. M. Lingaraju, H. S. Jamadagni