32 lines
1.1 KiB
Markdown
32 lines
1.1 KiB
Markdown
# Simple Model for Sentence Compression
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3-layered BILSTM model for sentence compression, referred as Baseline in [Klerke et al., NAACL 2016](http://aclweb.org/anthology/N/N16/N16-1179.pdf).
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## Requirements
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### Framework
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- python (<= 3.6)
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- pytorch (<= 0.3.0)
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### Packages
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- torchtext
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## How to run
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```
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./getdata
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python main.py
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```
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To run the scripts with gpu, use this command `python main.py --gpu-id ID`, which ID is the integer from 0 to the number of gpus what you have.
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## Reference
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```
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@InProceedings{klerke-goldberg-sogaard:2016:N16-1,
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author = {Klerke, Sigrid and Goldberg, Yoav and S{\o}gaard, Anders},
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title = {Improving sentence compression by learning to predict gaze},
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booktitle = {Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
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month = {June},
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year = {2016},
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address = {San Diego, California},
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publisher = {Association for Computational Linguistics},
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pages = {1528--1533},
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url = {http://www.aclweb.org/anthology/N16-1179}
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}
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```
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