HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova
NeurIPS 2024 | December 2024
Shraddha Barke
Senior Researcher
Publications
Publications by Year
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Solving Data-centric Tasks using Large Language Models
Shraddha Barke, Christian Poelitz, Carina Negreanu, Ben Zorn, José Cambronero, Andy Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2024
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Grounded Copilot: How Programmers Interact with Code-Generating Models
Shraddha Barke, Michael James, Nadia Polikarpova
OOPSLA (SPLASH) 2023 | October 2023
Distinguished Paper Award
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LooPy: Interactive Program Synthesis with Control Structures
Kasra Ferdowsifard, Shraddha Barke, Hila Peleg, Sorin Lerner, Nadia Polikarpova
OOPSLA (SPLASH) 2021 | October 2021
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Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Just-in-Time Learning for Bottom-Up Enumerative Synthesis
Shraddha Barke, Hila Peleg, Nadia Polikarpova
OOPSLA (SPLASH) 2020 | October 2020
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Constraint-based Learning of Phonological Processes
Shraddha Barke, Rose Kunkel, Nadia Polikarpova, Eric Meinhardt, Eric Baković, Leon Bergen
2019 Empirical Methods in Natural Language Processing | November 2019
Publications by Research Area
-
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova
NeurIPS 2024 | December 2024
Solving Data-centric Tasks using Large Language Models
Shraddha Barke, Christian Poelitz, Carina Negreanu, Ben Zorn, José Cambronero, Andy Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2024
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
-
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova
NeurIPS 2024 | December 2024
LooPy: Interactive Program Synthesis with Control Structures
Kasra Ferdowsifard, Shraddha Barke, Hila Peleg, Sorin Lerner, Nadia Polikarpova
OOPSLA (SPLASH) 2021 | October 2021
Just-in-Time Learning for Bottom-Up Enumerative Synthesis
Shraddha Barke, Hila Peleg, Nadia Polikarpova
OOPSLA (SPLASH) 2020 | October 2020
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Constraint-based Learning of Phonological Processes
Shraddha Barke, Rose Kunkel, Nadia Polikarpova, Eric Meinhardt, Eric Baković, Leon Bergen
2019 Empirical Methods in Natural Language Processing | November 2019
-
Grounded Copilot: How Programmers Interact with Code-Generating Models
Shraddha Barke, Michael James, Nadia Polikarpova
OOPSLA (SPLASH) 2023 | October 2023
Distinguished Paper Award
LooPy: Interactive Program Synthesis with Control Structures
Kasra Ferdowsifard, Shraddha Barke, Hila Peleg, Sorin Lerner, Nadia Polikarpova
OOPSLA (SPLASH) 2021 | October 2021
Publications by Type
-
HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova
NeurIPS 2024 | December 2024
Solving Data-centric Tasks using Large Language Models
Shraddha Barke, Christian Poelitz, Carina Negreanu, Ben Zorn, José Cambronero, Andy Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2024
Grounded Copilot: How Programmers Interact with Code-Generating Models
Shraddha Barke, Michael James, Nadia Polikarpova
OOPSLA (SPLASH) 2023 | October 2023
Distinguished Paper Award
LooPy: Interactive Program Synthesis with Control Structures
Kasra Ferdowsifard, Shraddha Barke, Hila Peleg, Sorin Lerner, Nadia Polikarpova
OOPSLA (SPLASH) 2021 | October 2021
Just-in-Time Learning for Bottom-Up Enumerative Synthesis
Shraddha Barke, Hila Peleg, Nadia Polikarpova
OOPSLA (SPLASH) 2020 | October 2020
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Constraint-based Learning of Phonological Processes
Shraddha Barke, Rose Kunkel, Nadia Polikarpova, Eric Meinhardt, Eric Baković, Leon Bergen
2019 Empirical Methods in Natural Language Processing | November 2019