Nihal V. Nayak
Brown University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, COVID-19 diagnosis using AI
Most-Cited Works
- → Multitask Prompted Training Enables Zero-Shot Task Generalization(2021)561 cited
- → PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts(2022)159 cited
- → Learning to Compose Soft Prompts for Compositional Zero-Shot Learning(2022)41 cited
- → Zero-Shot Learning with Common Sense Knowledge Graphs(2020)12 cited
- → Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation(2024)7 cited
- → Context Based Approach for Second Language Acquisition(2018)3 cited
- → $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources(2024)2 cited
- → K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction(2025)2 cited
- → V for Vocab: An Intelligent Flashcard Application(2017)1 cited