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Mayank Agarwal

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Aligners: Decoupling LLMs and Alignment

Mar 11, 2024
Lilian Ngweta, Mayank Agarwal, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin

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Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models

Jan 19, 2024
Mayank Agarwal, Yikang Shen, Bailin Wang, Yoon Kim, Jie Chen

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Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations

Nov 13, 2023
Zilu Tang, Mayank Agarwal, Alex Shypula, Bailin Wang, Derry Wijaya, Jie Chen, Yoon Kim

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An Investigation of Representation and Allocation Harms in Contrastive Learning

Oct 02, 2023
Subha Maity, Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun

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Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness

Mar 01, 2023
Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin

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Geometry-biased Transformers for Novel View Synthesis

Jan 11, 2023
Naveen Venkat, Mayank Agarwal, Maneesh Singh, Shubham Tulsiani

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Investigating Explainability of Generative AI for Code through Scenario-based Design

Feb 10, 2022
Jiao Sun, Q. Vera Liao, Michael Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz

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On sensitivity of meta-learning to support data

Oct 26, 2021
Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun

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Using Document Similarity Methods to create Parallel Datasets for Code Translation

Oct 11, 2021
Mayank Agarwal, Kartik Talamadupula, Fernando Martinez, Stephanie Houde, Michael Muller, John Richards, Steven I Ross, Justin D. Weisz

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COVID-19 India Dataset: Parsing Detailed COVID-19 Data in Daily Health Bulletins from States in India

Sep 27, 2021
Mayank Agarwal, Tathagata Chakraborti, Sachin Grover

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