Shivanshu Gupta
PhD Student. University of California, Irivne.
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.
news
Dec 5, 2023 | Attending the EMNLP 2023 in Singapore. Will be presenting our Findings paper on Coverage-based Example Selection for In-Context Learning! |
---|---|
Nov 17, 2023 | Attending the SoCal NLP Symposium 2023 in UCLA! |
Nov 15, 2023 | Two new preprints: GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks and Leveraging Code to Improve In-context Learning for Semantic Parsing! 🎉 |
Oct 7, 2023 | Our paper on Coverage-based Example Selection for In-Context Learning got accepted at EMNLP Findings 2023 as a long paper! 🎉 |
Jun 26, 2023 | Started summer internship at ASAPP Inc. as a Research Scientist Intern. Working with Ethan Elenberg and Clemens Rosenbaum on gisting for LLMs. |