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Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang
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Jonathan Berant
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Quoc Le
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Kenneth D. Forbus
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Ni Lao
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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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Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing
Bo Chen
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Bo An
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Le Sun
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Xianpei Han
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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 Compositional Denotational Semantics for Question Answering
Nitish Gupta
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Mike Lewis
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Operation-guided Neural Networks for High Fidelity Data-To-Text Generation
Feng Nie
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Jinpeng Wang
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Jin-Ge Yao
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Rong Pan
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Chin-Yew Lin
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Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
Haitian Sun
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Bhuwan Dhingra
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Manzil Zaheer
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Kathryn Mazaitis
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Ruslan Salakhutdinov
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William Cohen
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Bridging Knowledge Gaps in Neural Entailment via Symbolic Models
Dongyeop Kang
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Tushar Khot
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Ashish Sabharwal
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Peter Clark
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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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Search-based Neural Structured Learning for Sequential Question Answering
Mohit Iyyer
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Wen-tau Yih
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Ming-Wei Chang
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Learning to Skim Text
Adams Wei Yu
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Hongrae Lee
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Quoc Le
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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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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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Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning
Julia Kreutzer
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Joshua Uyheng
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Stefan Riezler
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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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Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback
Carolin Lawrence
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Stefan Riezler
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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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AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples
Dongyeop Kang
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Tushar Khot
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Ashish Sabharwal
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Eduard Hovy
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Object-oriented Neural Programming (OONP) for Document Understanding
Zhengdong Lu
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Xianggen Liu
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Haotian Cui
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Yukun Yan
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Daqi Zheng
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https://doi.org/10.18653/v1/P17-1003
https://doi.org/10.18653/v1/P17-1003
http://arxiv.org/abs/1409.0473
http://www.aclweb.org/anthology/D14-
https://doi.org/10.1038/nature20101
http://arxiv.org/abs/1412.6980
http://arxiv.org/abs/1606.02960
http://arxiv.org/abs/1609.08144
Field Of Study
Linguistic Trends
Embeddings
Syntax
Task
Semantic Parsing
Question Answering
Machine Translation
Approach
Deep Learning
Structured Prediction
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