spacy-biaffine-parser: Biaffine parser for spaCy
This package provides a biaffine dependency parser, similar to that proposed in [Deep Biaffine Attention for Neural Dependency Parsing](Deep Biaffine Attention for Neural Dependency Parsing) (Dozat & Manning, 2016).
Installation
Install with pip:
python -m pip install -U pip setuptools wheel
python -m pip install spacy-biaffine-parser
Usage
The parser consists of two pipes: an edge predicter and an edge labeler. For example:
[components.arc_predicter]
factory = "arc_predicter"
[components.arc_labeler]
factory = "arc_labeler"
The arc predicter requires that a previous component (such as senter) sets
sentence boundaries during training. Therefore, such a component must be added
to annotating_components:
[training]
annotating_components = ["senter"]
The biaffine parser sample project provides an example biaffine parser pipeline.
Bug reports and issues
Please report bugs in the spaCy issue tracker or open a new thread on the discussion board for other issues.
Release files for spacy-biaffine-parser 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| spacy_biaffine_parser-0.1.0.tar.gz | 28.1 kB | Details |
Built distributions (wheels)
Total release size: 8.1 MB
Release files / spacy_biaffine_parser-0.1.0.tar.gz
| Download URL | spacy_biaffine_parser-0.1.0.tar.gz |
|---|---|
| Size | 28.1 kB |
| Tags | Source |
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Release files / spacy_biaffine_parser-0.1.0-cp312-cp312-win_amd64.whl
| Download URL | spacy_biaffine_parser-0.1.0-cp312-cp312-win_amd64.whl |
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| Size | 335.2 kB |
| Tags | CPython 3.12 Windows x86-64 |
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| Download URL | spacy_biaffine_parser-0.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 421.2 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ x86-64 |
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Release files / spacy_biaffine_parser-0.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | spacy_biaffine_parser-0.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 389.9 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARM64 |
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Release files / spacy_biaffine_parser-0.1.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | spacy_biaffine_parser-0.1.0-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 417.3 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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| Download URL | spacy_biaffine_parser-0.1.0-cp312-cp312-macosx_10_9_x86_64.whl |
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| Size | 435.8 kB |
| Tags | CPython 3.12 macOS 10.9+ x86-64 |
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| Size | 339.4 kB |
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| Download URL | spacy_biaffine_parser-0.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Download URL | spacy_biaffine_parser-0.1.0-cp310-cp310-macosx_10_9_x86_64.whl |
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| Size | 351.1 kB |
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| Download URL | spacy_biaffine_parser-0.1.0-cp39-cp39-macosx_11_0_arm64.whl |
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