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Neural Semantic Parsing with Policy Shaping and Generalized Update Equations

Contains implementation for the following paper:

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations, Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih in EMNLP 2018

A production version of the code will be made available soon. For now we are providing docker images (see below) with developmental version of the code. For details please contact dkm@cs.cornell.edu.

Docker Images

Docker images for the main experiment are provided here (dev runs on the dev set and test runs on the test set):

https://hub.docker.com/r/dipendramisra/nsp/tags

The builds are created to run with the MAVER algorithm with policy shaping. This should match the result reported in the paper. You can download these docker images and modify them to run different algorithms. If you haven't used docker before then please see: https://docs.docker.com/

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Neural Semantic Parser using Policy Shaping and Generalized Update Equations (Misra et al. EMNLP 2018)

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