18 citations · 23 across the 5 of their papers we have counts for
7 papers · 1 filter
Web Question Answering with Neurosymbolic Program Synthesis
Qiaochu Chen, Aaron Lamoreaux, Xinyu Wang +3
In this paper, we propose a new technique based on program synthesis for extracting information from webpages. Given a natural language query and a few labeled webpages, our method…
Multi-modal Synthesis of Regular Expressions
Qiaochu Chen, Xinyu Wang, Xi Ye +2
In this paper, we propose a multi-modal synthesis technique for automatically constructing regular expressions (regexes) from a combination of examples and natural language. Using…
Relational Program Synthesis
Yuepeng Wang, Xinyu Wang, Isil Dillig
This paper proposes relational program synthesis, a new problem that concerns synthesizing one or more programs that collectively satisfy a relational specification. As a dual of r…
Learning Abstractions for Program Synthesis
Xinyu Wang, Greg Anderson, Isil Dillig +1
Many example-guided program synthesis techniques use abstractions to prune the search space. While abstraction-based synthesis has proven to be very powerful, a domain expert needs…
Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example
Navid Yaghmazadeh, Xinyu Wang, Isil Dillig
While many applications export data in hierarchical formats like XML and JSON, it is often necessary to convert such hierarchical documents to a relational representation. This pap…
Program Synthesis using Abstraction Refinement
Xinyu Wang, Isil Dillig, Rishabh Singh
We present a new approach to example-guided program synthesis based on counterexample-guided abstraction refinement. Our method uses the abstract semantics of the underlying DSL to…