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05/17/2023
Data Extraction via Semantic Regular Expression Synthesis
Many data extraction tasks of practical relevance require not only synta...
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05/16/2023
Satisfiability-Aided Language Models Using Declarative Prompting
Prior work has combined chain-of-thought prompting in large language mod...
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04/06/2023
ImageEye: Batch Image Processing Using Program Synthesis
This paper presents a new synthesis-based approach for batch image proce...
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09/02/2022
Type-Directed Synthesis of Visualizations from Natural Language Queries
We propose a new technique based on program synthesis for automatically ...
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04/14/2021
Web Question Answering with Neurosymbolic Program Synthesis
In this paper, we propose a new technique based on program synthesis for...
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10/04/2020
Optimal Neural Program Synthesis from Multimodal Specifications
Multimodal program synthesis, which leverages different types of user in...
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05/02/2020
Benchmarking Multimodal Regex Synthesis with Complex Structures
Existing datasets for regular expression (regex) generation from natural...
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08/16/2019
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Recent systems for converting natural language descriptions into regular...
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08/09/2019