Tanay Dixit

I am an incoming MSCS student at the University of Illinois, Urbana Champaign, where I would be working with Prof. Jiawei Han. Previously, I interned at Microsoft Research, India wherein I had the pleasure of working with Sriram Rajamani and Pratyush Kumar on leveraging Large Language Models for code generation.

I graduated from Indian Institute of Technology Madras in 2023 with a bachelors degree in Electrical Engineering and a minor in Computing. While at IIT Madras, I worked with Prof. Mitesh Khapra on analyzing and developing resources to evaluate the effectiveness of text generation evaluation metrics. I interned at the H2Lab, University of Washington where I worked with Prof. Hanna Hajishirzi on developing counterfactual data generation techniques for model interpretability. I also interned at University of Southern California, where I worked with Prof. Muhao Chen on improving factuality of summarization systems.

I'm currently looking for internships for Summer 2024 in the fields of machine learning and natural language processing.

Email / CV / LinkedIn / Google Scholar / Semantic Scholar

Publications

	Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality Tanay Dixit, Fei Wang, Muhao Chen ACL 2023 [Paper][Code]
	IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages Ananya Sai, Tanay Dixit, Vignesh Nagarajan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre ACL 2023 [Paper][Code]
	CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit,Bhargavi Paranjape, Hannaneh Hajishirzi, Luke Zettlemoyer EMNLP 2022 (Findings) [Paper][Code]
	SUPER-NATURALINSTRUCTIONS: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Noah A Smith, Hannaneh Hajishirzi, Daniel Khashabi EMNLP, 2022 [Paper][Code]
	Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B Sai, Tanay Dixit, Dev Yashpal Sheth, Sreyas Mohan, Mitesh M Khapra EMNLP, 2021 [Paper][Code]
	NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, ... , Tanay Dixit, ... (many authors) NEJLT 2023 (GEM Workshop, IJCNLP 2021) [Paper][Code]

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