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Browse files- README.md +48 -3
- relation_mapping.py +3 -2
README.md
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"reference": ["seeing", "understanding"],
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"source": ["seeing", "light", "illuminating", "darkness", "view", "hidden"],
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"target": ["understanding", "knowledge", "explaining", "confusion", "interpretation", "secret"],
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"agreement": [68.2, 77.3, 86.4, 86.4, 68.2, 86.4],
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"pos": ["vbg", "nn", "vbg", "nn", "nn", "jj"],
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"target_random": ["knowledge", "interpretation", "explaining", "confusion", "understanding", "secret"]
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---
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language:
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- en
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license:
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- other
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multilinguality:
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- monolingual
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size_categories:
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- 1K<n<10K
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pretty_name: Relation Mapping
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---
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# Dataset Card for "relbert/relation_mapping"
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## Dataset Description
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- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
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- **Paper:** [https://www.jair.org/index.php/jair/article/view/10583](https://www.jair.org/index.php/jair/article/view/10583)
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- **Dataset:** Relation Mapping
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### Dataset Summary
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Relation Mapping is a task to choose optimal combination of word pairs (see more detail in the [paper](https://www.jair.org/index.php/jair/article/view/10583)).
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## Dataset Structure
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### Data Instances
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An example looks as follows.
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```
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{
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"id": "m10",
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"reference": ["seeing", "understanding"],
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"source": ["seeing", "light", "illuminating", "darkness", "view", "hidden"],
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"target": ["understanding", "knowledge", "explaining", "confusion", "interpretation", "secret"],
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"agreement": [68.2, 77.3, 86.4, 86.4, 68.2, 86.4],
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"pos": ["vbg", "nn", "vbg", "nn", "nn", "jj"],
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"target_random": ["knowledge", "interpretation", "explaining", "confusion", "understanding", "secret"]
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}
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```
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### Data Splits
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| name |test|
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|---------|----:|
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|relation_mapping| 33 |
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### Citation Information
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```
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@article{turney2008latent,
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title={The latent relation mapping engine: Algorithm and experiments},
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author={Turney, Peter D},
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journal={Journal of Artificial Intelligence Research},
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volume={33},
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pages={615--655},
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year={2008}
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}
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```
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relation_mapping.py
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def _split_generators(self, dl_manager):
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downloaded_file = dl_manager.download_and_extract(_URLS)
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return [datasets.SplitGenerator(
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-
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def _generate_examples(self, filepaths):
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_key = 0
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def _split_generators(self, dl_manager):
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downloaded_file = dl_manager.download_and_extract(_URLS)
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return [datasets.SplitGenerator(
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name=str(datasets.Split.TRAIN), gen_kwargs={"filepaths": downloaded_file[str(datasets.Split.TRAIN)]})
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]
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def _generate_examples(self, filepaths):
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_key = 0
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