Curriculum Vitae

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saujasv.github.io
svadugur [AT] cs [DOT] cmu [DOT] edu
saujasv

Education

Experience

Publications

1. Amortizing Pragmatic Program Synthesis with Rankings
   Yewen Pu, Saujas Vaduguru, Priyan Vaithilingam, Elena Glassman, Daniel Fried
   41st International Conference on Machine Learning (ICML), 2024.
   

2. Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Intent Resolution in LLMs
   Akhila Yerukola, Saujas Vaduguru, Daniel Fried, Maarten Sap
   62nd Annual Meeting of the Association for Computational Linguistics (ACL), 2024.
   

3. Generating Pragmatic Examples to Train Neural Program Synthesizers
   Saujas Vaduguru, Daniel Fried, Yewen Pu
   12th International Conference on Learning Representations (ICLR), 2024.
   

4. Symbolic Planning and Code Generation for Grounded Dialogue
   Justin T. Chiu, Wenting Zhao, Derek Chen, Saujas Vaduguru, Alexander M. Rush, Daniel Fried
   Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.
   

5. Adapting to Gradual Distribution Shifts with Continual Weight Averaging
   Jared Fernandez, Saujas Vaduguru, Sanket Vaibhav Mehta, Yonatan Bisk, Emma Strubell
   Workshop on High-dimensional Learning Dynamics
   40th International Conference on Machine Learning (ICML), 2023.
   

6. Probing Negation in Language Models
   Shashwat Singh, Shashwat Goel, Saujas Vaduguru, Ponnurangam Kumaraguru
   8th Workshop on Representation Learning for NLP (RepL4NLP)
   61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023.
   

7. Stress Rules from Surface Forms
   Saujas Vaduguru, Partho Sarthi, Dipti Misra Sharma, Monojit Choudhury
   International Conference on Natural Language Processing (ICON), 2021.
   

8. Efficient Pragmatic Program Synthesis with Informative Specifications
   Saujas Vaduguru, Kevin Ellis, Yewen Pu
   Workshop on Meaning in Context: Pragmatic Communication in Humans and Machines
   35th Conference on Neural Information Processing Systems (NeurIPS), 2021.
   [talk], [code]

9. Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems
   Saujas Vaduguru, Aalok Sathe, Monojit Choudhury, Dipti Misra Sharma
   Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology
   The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP), 2021.
   [dataset]

Honors and Awards

Academic Service

Teaching

Invited Talks

Outreach