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From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
Kelvin Guu
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Panupong Pasupat
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Evan Liu
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Percy Liang
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Neural Math Word Problem Solver with Reinforcement Learning
Danqing Huang
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Jing Liu
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Chin-Yew Lin
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Jian Yin
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Macro Grammars and Holistic Triggering for Efficient Semantic Parsing
Yuchen Zhang
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Panupong Pasupat
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Percy Liang
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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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Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo
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Yibo Sun
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Duyu Tang
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Nan Duan
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Jian Yin
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Hong Chi
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James Cao
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Peng Chen
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Ming Zhou
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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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Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Xi Victoria Lin
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Richard Socher
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Caiming Xiong
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Mapping natural language commands to web elements
Panupong Pasupat
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Tian-Shun Jiang
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Evan Liu
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Kelvin Guu
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Percy Liang
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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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The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor
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Jonathan Berant
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Unified Pragmatic Models for Generating and Following Instructions
Daniel Fried
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Jacob Andreas
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Dan Klein
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Semantic Parsing with Syntax- and Table-Aware SQL Generation
Yibo Sun
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Duyu Tang
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Nan Duan
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Jianshu Ji
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Guihong Cao
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Xiaocheng Feng
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Bing Qin
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Ting Liu
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Ming Zhou
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Using Intermediate Representations to Solve Math Word Problems
Danqing Huang
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Jin-Ge Yao
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Chin-Yew Lin
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Qingyu Zhou
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Jian Yin
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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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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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Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation
Alane Suhr
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Yoav Artzi
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https://doi.org/10.18653/v1/P17-1097
https://doi.org/10.18653/v1/P17-1097
https://nlp.stanford.edu/projects/scone
https://github.com/kelvinguu/lang2program
https://worksheets.codalab.org/worksheets/
Field Of Study
Linguistic Trends
Syntax
Task
Semantic Parsing
Coreference Resolution
Machine Translation
OCR
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