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A transition-based parser for Universal Dependencies with BiLSTM word and character representations.

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UUParser-CPH

This is a fork of UUParser modified for the paper:

Parameter sharing between dependency parsers for related languages, by Miryam de Lhoneux, Johannes Bjerva, Isabelle Augenstein and Anders Søgaard at EMNLP 2018.

Installation and usage instructions can be found on the original github repository. Our experimental settings can be used by adding options to parser training/prediction. There are 3 options --word, --char and --mlp which can be set to shared, not_shared or shared_lembed which correspond to hard sharing, not sharing and sharing with a language embedding of words, characters and the MLP respectively. Note that the parser needs to be run with the option --multiling to train in multilingual mode.

To find out about more options, run

python barchybrid/src/parser.py --help

License

This software is released under the terms of the Apache License, Version 2.0.

Contact

For questions and usage issues, please contact miryam dot de underscore lhoneux at lingfil dot uu dot se

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A transition-based parser for Universal Dependencies with BiLSTM word and character representations.

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  • Python 71.6%
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