Shivanshu Gupta

PhD Student. University of California, Irivne.

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I’m a Computer Science Ph.D. Candidate at the University of California Irvine advised by Sameer Singh and working in the areas of Natural Language Processing and Machine Learning. My primary research interests are improving reasoning, in-context learning, and systematic generalization capabilities of large language models. I’m also interested in semantic parsing, question answering, and knowledge distillation. Prior to this I worked as a Research Fellow at LinkedIn and Microsoft Research India under the advisership of Prateek Jain, and completed my B.Tech. and M.Tech. in Computer Science from IIT Delhi where I was advised by Mausam. I have also spent some time at Amazon Alexa AI and ASAPP Inc. and am currently interning with the Aristo team at AI2.

news

Nov 5, 2024 After missing out on both NAACL and ICML 2024, due to an accident, finally attending my first conference for the year! I’ll be in Florida from Nov 9 to Nov 14 for EMNLP 2024. Looking forward to catching up with everyone and chatting about the latest language agents research! 😁
Sep 30, 2024 Resumed my internship with the Aristo team @ AI2. I will continue to work on in-context learning for language model agents for long-trajectory tasks. 💪 🤖
Aug 6, 2024 Finally got discharged after two months in the hospital due to complications arising from drowning in a lake. Will be recuperating at home in Bay Area.
Jun 19, 2024 GistScore won the Best Paper Award at NAACL-SRW 2024!! 🎉 💪
May 1, 2024 Our paper on GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks got accepted at ICML 2024 – the first ICML paper of my PhD! 🎉

selected publications

  1. ICML
    GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks
    Shivanshu GuptaClemens Rosenbaum, and Ethan R. Elenberg
    2023
  2. NAACL
    Leveraging Code to Improve In-context Learning for Semantic Parsing
    Ben BoginShivanshu GuptaPeter Clark, and 1 more author
    2023
  3. Coverage-based Example Selection for In-Context Learning
    Shivanshu GuptaMatt Gardner, and Sameer Singh
    Dec 2023
  4. Successive Prompting for Decomposing Complex Questions
    Dheeru DuaShivanshu GuptaSameer Singh, and 1 more author
    Dec 2022