Swabha Swayamdipta

Gabilan Assitant Professor • USC Viterbi CSUSC NLP

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I am an Assistant Professor of Computer Science in the USC Viterbi School of Engineering, where I lead the DILL Lab 🌿. My research interests lie in the intersection of Natural Language Processing and Machine Learning, where I study language generation and generative evaluation, from a data-centric perspective. I am newly appointed as an Associate Director of the USC Center for AI and Society, where I additionally explore the impacts of language technologies on societal problems.

Previously, I was a postdoctoral investigator at the Allen Institute for AI with Yejin Choi. I obtained my PhD from Carnegie Mellon University, advised by Noah Smith and Chris Dyer. During most of my PhD I was a visiting student at UW. I earned my MS from Columbia University, and my bachelors from NIT Calicut in India.


dill lab 🌿

I am actively recruiting PhD students to the DILL lab this Fall.


news

Nov 30, 2023 Excited to be appointed as an Associate Director of USC’s Center for AI in Society.
Sep 11, 2023 Honored to receive the Intel Rising Stars Award in 2023!
Jun 23, 2023 Taught NLP and Language Models to high-school students via USC Viterbi K-12 Discover Engineering. Slides adapted from Greg Durrett (thanks!).
May 26, 2023 Made an appearance on ABC7 Live where I talked about the impact of AI.
May 09, 2023 New preprint on NeuroComparatives now available!

selected publications

  1. logits.png
    Matthew Finlayson , Xiang Ren , and Swabha Swayamdipta
    2024
  2. ICLR
    Matthew Finlayson , John Hewitt , Alexander Koller , Swabha Swayamdipta, and Ashish Sabharwal
    In Proc. of ICLR (To Appear) , 2024
  3. EMNLP
    Alisa Liu , Zhaofeng Wu , Julian Michael , Alane Suhr , Peter West , Alexander Koller , Swabha Swayamdipta, Noah A. Smith , and Yejin Choi
    In Proc. of EMNLP , 2023
  4. ACL
    Xuhui Zhou , Hao Zhu , Akhila Yerukola , Thomas Davidson , Jena D. Hwang , Swabha Swayamdipta, and Maarten Sap
    In Findings of ACL , 2023
  5. ACL
    Hanjie Chen , Faeze Brahman , Xiang Ren , Yangfeng Ji , Yejin Choi , and Swabha Swayamdipta
    In Proc. of ACL , 2023
  6. EMNLP
    Phillip Howard , Gadi Singer , Vasudev Lal , Yejin Choi , and Swabha Swayamdipta
    In Findings of EMNLP , 2022
  7. EMNLP
    Alisa Liu , Swabha Swayamdipta, Noah A. Smith , and Yejin Choi
    In Findings of EMNLP , 2022
  8. NAACL
    Sarah Wiegreffe , Jack Hessel , Swabha Swayamdipta, Mark Riedl , and Yejin Choi
    In Proc. of NAACL , 2022
  9. NAACL
    Maarten Sap , Swabha Swayamdipta, Laura Vianna , Xuhui Zhou , Yejin Choi , and Noah A. Smith
    In Proc. of NAACL , 2022
  10. ICML
    Kawin Ethayarajh , Yejin Choi , and Swabha Swayamdipta
    In Proc. of ICML , 2022
  11. NeurIPS
    Krishna Pillutla , Swabha Swayamdipta, Rowan Zellers , John Thickstun , Sean Wellecks , Yejin Choi , and Zaid Harchaoui
    In Proc. of NeurIPS , 2021
  12. ACL
    Alisa Liu , Maarten Sap , Ximing Lu , Swabha Swayamdipta, Chandra Bhagavatula , Noah A. Smith , and Yejin Choi
    In Proc. of ACL , 2021
  13. EACL
    Xuhui Zhou , Maarten Sap , Swabha Swayamdipta, Noah A. Smith , and Yejin Choi
    In Proc. of EACL , 2021
  14. EMNLP
    Swabha Swayamdipta, Roy Schwartz , Nicholas Lourie , Yizhong Wang , Hannaneh Hajishirzi , Noah A. Smith , and Yejin Choi
    In Proc. of EMNLP , 2020
  15. ACL
    Suchin Gururangan , Ana Marasović , Swabha Swayamdipta, Kyle Lo , Iz Beltagy , Doug Downey , and Noah A. Smith
    In Proc. of ACL , 2020
  16. ICML
    Ronan LeBras , Swabha Swayamdipta, Chandra Bhagavatula , Rowan Zellers , Matthew E. Peters , Ashish Sabharwal , and Yejin Choi
    In Proc. of ICML , 2020