Swaroop Mishra
Google (United States)(US)DeepMind (United Kingdom)(GB)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning
Most-Cited Works
- → Self-Instruct: Aligning Language Models with Self-Generated Instructions(2023)515 cited
- → Cross-Task Generalization via Natural Language Crowdsourcing Instructions(2022)243 cited
- → Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks(2022)225 cited
- → Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering(2022)214 cited
- → NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks(2022)118 cited
- → Reframing Instructional Prompts to GPTk’s Language(2022)113 cited
- → LILA: A Unified Benchmark for Mathematical Reasoning(2022)73 cited
- → Proceedings of the 5th Workshop on Representation Learning for NLP(2020)48 cited