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A Syntactic Neural Model for General-Purpose Code Generation
Pengcheng Yin
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Graham Neubig
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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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From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems
Mrinmaya Sachan
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Kumar Dubey
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Eric Xing
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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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Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
Niket Tandon
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Bhavana Dalvi
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Joel Grus
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Wen-tau Yih
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Antoine Bosselut
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Peter Clark
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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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A Tree-based Decoder for Neural Machine Translation
Xinyi Wang
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Hieu Pham
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Pengcheng Yin
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Graham Neubig
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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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Dataset for a Neural Natural Language Interface for Databases (NNLIDB)
Florin Brad
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Radu Cristian Alexandru Iacob
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Ionel Alexandru Hosu
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Traian Rebedea
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A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation
Antonio Valerio Miceli Barone
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Rico Sennrich
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NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System
Xi Victoria Lin
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Chenglong Wang
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Luke Zettlemoyer
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Michael D. Ernst
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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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https://doi.org/10.18653/v1/P17-1041
https://doi.org/10.18653/v1/P17-1041
http://www.github.com/neubig/lamtram
https://docs.python.org/2/library/ast.html
https://www.microsoft.com/en-
Field Of Study
Linguistic Trends
Embeddings
Syntax
Task
Semantic Parsing
Question Answering
Machine Translation
Approach
Structured Prediction
Generative Model
Language
English
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