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Add tydiqa eval only mixture. #99

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Add tydiqa eval only mixture. #99

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6 changes: 4 additions & 2 deletions multilingual_t5/tasks.py
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Original file line number Diff line number Diff line change
Expand Up @@ -358,10 +358,12 @@ def create_xnli_tasks_and_mixtures(task_prefix, task_suffix, output_features):
output_features=DEFAULT_OUTPUT_FEATURES,
metric_fns=[metrics.squad])

tydiqa = (["mt5_tydiqa_train_dev"] +
["mt5_tydiqa_dev.{}".format(lang) for lang in TYDIQA_LANGS])
tydiqa_dev = ["mt5_tydiqa_dev.{}".format(lang) for lang in TYDIQA_LANGS]
tydiqa = ["mt5_tydiqa_train_dev"] + tydiqa_dev
seqio.MixtureRegistry.add("mt5_tydiqa", tydiqa, default_rate=1.0)

seqio.MixtureRegistry.add("mt5_tydiqa_dev", tydiqa_dev, default_rate=1.0)

# ----- TyDiQA GoldP Zero-Shot-----
# This Zero-Shot setting matches the XTREME setup, where training is done on
# the English data of TyDiQA. In the TyDiQA paper, fine-tuning was done on
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