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Existing datasets for regular expression (regex) generation from natural language are limited in complexity; compared to regex tasks that users post on StackOverflow, the regexes in these datasets are simple, and the language used to describe them is not diverse.
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Xi Ye, Qiaochu Chen, Xinyu Wang, Isil Dillig, and Greg Durrett. 2019 · 1908
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A Multilingual Natural-Language Interface to Regular Expressions
Aarne Ranta. 1998 · 1998
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Mastering Regular Expressions
Jeffrey EF Friedl. 2006 · 2006
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Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models
Mark Johnson, Thomas L. Griffiths, and Sharon Goldwater. 2007 · 2007
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Automating String Processing in Spreadsheets Using Input-output Examples
Sumit Gulwani. 2011 · 2011
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Syntax-guided Synthesis
Rajeev Alur, Rastislav Bodik, Garvit Juniwal, Milo MK Martin, Mukund Raghothaman, Sanjit A Seshia, Rishabh Singh, Armando Solar-Lezama, Emina Torlak, and Abhishek Udupa. 2013 · 2013
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Semantic Parsing on Freebase from Question-Answer Pairs
Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013
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Using Semantic Unification to Generate Regular Expressions from Natural Language
Nate Kushman and Regina Barzilay. 2013 · 2013
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Effective Approaches to Attention-based Neural Machine Translation
Thang Luong, Hieu Pham, and Christopher D. Manning. 2015 · 2015
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Building a Semantic Parser Overnight
Yushi Wang, Jonathan Berant, and Percy Liang. 2015 · 2015
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Synthesizing Regular Expressions from Examples for Introductory Automata Assignments
Mina Lee, Sunbeom So, and Hakjoo Oh. 2016 · 2016
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Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge
Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon, Nate Kushman, and Regina Barzilay. 2016 · 2016
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Reginald Long, Panupong Pasupat, and Percy Liang. 2016 · 2016
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A Corpus of Natural Language for Visual Reasoning
Alane Suhr, Mike Lewis, James Yeh, and Yoav Artzi. 2017 · 2017
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SQLizer: Query Synthesis from Natural Language
Navid Yaghmazadeh, Yuepeng Wang, Isil Dillig, and Thomas Dillig. 2017 · 2017
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Learning with Latent Language
Jacob Andreas, Dan Klein, and Sergey Levine. 2018 · 2018
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Program Synthesis Using Conflict-driven Learning
Yu Feng, Ruben Martins, Osbert Bastani, and Isil Dillig. 2018 · 2018
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Generating regular expressions from natural language specifications: Are we there yet?
Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, and Dongmei Zhang. 2018 · 2018
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Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets
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Programming by Examples: PL Meets ML
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Clevr: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
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dk.brics.automaton – finite-state automata and regular expressions for Java
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How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing
Abhilasha Ravichander, Thomas Manzini, Matthias Grabmair, Graham Neubig, Jonathan Francis, and Eric Nyberg. 2017 · 2017
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Mor Geva, Yoav Goldberg, and Jonathan Berant. 2019 · 2019
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Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing
Jonathan Herzig and Jonathan Berant. 2019 · 2019
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Learning to Infer Program Sketches
Maxwell Nye, Luke Hewitt, Joshua Tenenbaum, and Armando Solar-Lezama. 2019 · 2019
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A Corpus for Reasoning about Natural Language Grounded in Photographs
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