Siddhartha Mishra

Graduate Student at UMass Amherst

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I’m an MS in Computer Science student at UMass Amherst currently working with Prof. Andrew McCallum at IESL . My research interests are in Natural Language Understanding, Text generation and Unsupervised Learning.

Previously, I was an Analyst at Goldman Sachs. I also completed my Bachelor’s in Computer Science at Indian Institute of Technology, Hyderabad where I worked primarily on Bayesian Machine Learning and Natural Language Processing with Prof. Srijith P.K..

News

Jun 2, 2022 Joining as an Applied Scientist Intern at Amazon Alexa AI NLU
Feb 25, 2022 Presented a poster at AAAI 2022

Selected Publications

  1. arXiv
    Benchmarking Generalization via In-Context Instructions on 1,600+ Language Tasks
    Wang, Yizhong, Mishra, Swaroop, Alipoormolabashi, Pegah,  Mishra, Siddhartha, and others,
    2022
  2. ACL
    Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings
    Dasgupta, Shib, Boratko, Michael,  Mishra, Siddhartha, Atmakuri, Shriya, Patel, Dhruvesh, Li, Xiang, and McCallum, Andrew
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2022
  3. AAAI
    An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity
    Mishra, Siddhartha, Monath, Nicholas, Boratko, Michael, Kobren, Ari, and McCallum, Andrew
    In Proceedings of the AAAI Conference on Artificial Intelligence 2022