| |
| '''DiscEvalMT: DiscEvalMT: Contrastive test sets for the evaluation of discourse in machine translation (v2)''' |
|
|
| import json |
| import datasets |
|
|
| logger = datasets.logging.get_logger(__name__) |
|
|
| _CITATION = '''\ |
| @inproceedings{bawden-etal-2018-evaluating, |
| title = "Evaluating Discourse Phenomena in Neural Machine Translation", |
| author = "Bawden, Rachel and Sennrich, Rico and Birch, Alexandra and Haddow, Barry", |
| booktitle = {{Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)}}, |
| month = jun, |
| year = "2018", |
| address = "New Orleans, Louisiana", |
| publisher = "Association for Computational Linguistics", |
| url = "https://www.aclweb.org/anthology/N18-1118", |
| doi = "10.18653/v1/N18-1118", |
| pages = "1304--1313" |
| } |
| ''' |
|
|
| _DESCRIPTION = '''\ |
| English-French hand-crafted contrastive test set to test anaphora and lexical choice |
| ''' |
|
|
| _HOMEPAGE='https://github.com/rbawden/discourse-mt-test-sets/tree/master' |
|
|
| _LICENSE = 'CC-BY-SA-4.0' |
| |
| _URLS = { |
| 'test-lexical_choice': 'lexical_choice/eval.json', |
| 'test-anaphora': 'anaphora/eval.json' |
| } |
|
|
|
|
| class DiscEvalMTConfig(datasets.BuilderConfig): |
| '''BuilderConfig for DiscEvalMT.''' |
| |
|
|
| def __init__(self, evaltype: str, **kwargs): |
| """BuilderConfig for DiscEvalMT. |
| |
| Args: |
| **kwargs: keyword arguments forwarded to super. |
| """ |
| self.evaltype = evaltype |
| if evaltype not in ['anaphora', 'lexical_choice']: |
| raise ValueError("Invalid evaltype: %s. You must choose between 'anaphora' and 'lexical_choice' " % evaltype) |
| super(DiscEvalMTConfig, self).__init__(**kwargs) |
|
|
| |
|
|
|
|
| class DiscEvalMT(datasets.GeneratorBasedBuilder): |
| '''DiscEvalMT: English-French contrastive test set for 2 discourse phenomena (anaphora and lexical cohesion)''' |
|
|
| BUILDER_CONFIG_CLASS = DiscEvalMTConfig |
| BUILDER_CONFIGS = [ |
| DiscEvalMTConfig( |
| evaltype='anaphora', |
| name='anaphora', |
| version=datasets.Version('2.0.0'), |
| ), |
| DiscEvalMTConfig( |
| evaltype='lexical_choice', |
| name='lexical_choice', |
| version=datasets.Version('2.0.0'), |
| ), |
| ] |
|
|
| def _info(self): |
| return datasets.DatasetInfo( |
| description=_DESCRIPTION, |
| features=datasets.Features({"id": datasets.Value("int64"), "text": datasets.Value("string")}), |
| supervised_keys=None, |
| homepage=_HOMEPAGE, |
| citation=_CITATION, |
| license=_LICENSE, |
| ) |
|
|
| def _split_generators(self, dl_manager): |
| downloaded_files = dl_manager.download_and_extract(_URLS) |
|
|
| print(self.config.filename) |
| return datasets.SplitGenerator(name="test", gen_kwargs={'filepath': downloaded_files['test-' + self.config.evaltype]}), |
| |
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