programming by example
PulseAugur coverage of programming by example — every cluster mentioning programming by example across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New cooperative reasoning model enhances programming-by-example
Researchers have introduced a novel approach to problem-solving in programming-by-example (PBE) that combines transduction and induction. Unlike previous methods that treated these reasoning modes as mutually exclusive …
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New framework SAD improves programming-by-example systems
Researchers have introduced Solver-Aware Decomposition (SAD), a novel training framework for programming-by-example (PBE) systems. SAD addresses the limitation of current PBE approaches that train decomposers to imitate…
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New PBE Robustness Method Tackles Adversarial Example Corruption
Researchers have developed a new method called version-space partition aggregation (VPA) to address a specific vulnerability in programming-by-example (PBE) systems. Unlike previous work that focused on random example c…
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New Framework Enhances LLMs for Program Synthesis from Examples
Researchers have developed a novel framework called PRM-PBE to enhance the ability of large language models (LLMs) in Programming-by-Example (PBE) tasks. This method addresses the limitation of current LLMs in PBE, whic…
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New ReSyn framework enhances regular expression synthesis accuracy
Researchers have developed ReSyn, a novel framework designed to improve the accuracy of synthesizing regular expressions. This framework employs a divide-and-conquer strategy to break down complex synthesis problems int…