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Abstract Syntax Networks for Code Generation and Semantic Parsing
Maxim Rabinovich
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Mitchell Stern
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Dan Klein
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Natural Language Interface for Databases Using a Dual-Encoder Model
Ionel Alexandru Hosu
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Radu Cristian Alexandru Iacob
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Florin Brad
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Stefan Ruseti
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Traian Rebedea
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Neural Semantic Parsing with Type Constraints for Semi-Structured Tables
Jayant Krishnamurthy
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Pradeep Dasigi
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Matt Gardner
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Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Kun Xu
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Lingfei Wu
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Zhiguo Wang
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Mo Yu
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Liwei Chen
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Vadim Sheinin
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Retrieval-Based Neural Code Generation
Shirley Anugrah Hayati
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Raphael Olivier
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Pravalika Avvaru
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Pengcheng Yin
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Anthony Tomasic
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Graham Neubig
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SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
Zexuan Zhong
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Jiaqi Guo
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Wei Yang
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Jian Peng
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Tao Xie
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Jian-Guang Lou
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Ting Liu
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Dongmei Zhang
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Mapping Language to Code in Programmatic Context
Srinivasan Iyer
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Ioannis Konstas
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Alvin Cheung
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Luke Zettlemoyer
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SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
Tao Yu
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Michihiro Yasunaga
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Kai Yang
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Rui Zhang
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Dongxu Wang
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Zifan Li
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Dragomir Radev
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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Tao Yu
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Rui Zhang
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Kai Yang
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Michihiro Yasunaga
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Dongxu Wang
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Zifan Li
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James Ma
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Irene Li
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Qingning Yao
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Shanelle Roman
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Zilin Zhang
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Dragomir Radev
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TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
Pengcheng Yin
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Graham Neubig
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Polyglot Semantic Parsing in APIs
Kyle Richardson
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Jonathan Berant
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Jonas Kuhn
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Learning to Map Context-Dependent Sentences to Executable Formal Queries
Alane Suhr
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Srinivasan Iyer
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Yoav Artzi
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TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation
Tao Yu
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Zifan Li
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Zilin Zhang
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Rui Zhang
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Dragomir Radev
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Coarse-to-Fine Decoding for Neural Semantic Parsing
Li Dong
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Mirella Lapata
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Confidence Modeling for Neural Semantic Parsing
Li Dong
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Chris Quirk
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Mirella Lapata
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StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
Pengcheng Yin
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Chunting Zhou
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Junxian He
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Graham Neubig
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Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing
Bo Chen
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Le Sun
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Xianpei Han
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Weakly Supervised Semantic Parsing with Abstract Examples
Omer Goldman
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Veronica Latcinnik
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Ehud Nave
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Amir Globerson
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Jonathan Berant
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https://doi.org/10.18653/v1/P17-1105
https://doi.org/10.18653/v1/P17-1105
https://docs.python.org/3/library/ast
https://github.com/
http://dl.acm.org/citation.cfm?id=944919.944966
http://aclweb.org/anthology/D/D14/D14-1082.pdf
http://arxiv.org/abs/1412.6980
https://doi.org/10.1162/COLI
Field Of Study
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Syntax
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Semantic Parsing
Machine Translation
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Structured Prediction
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