epeters3 commited on
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5dda1b3
1 Parent(s): 7674d8f

Add v1 files and loading script

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.gitattributes CHANGED
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- *.bin.* filter=lfs diff=lfs merge=lfs -text
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- *.lfs.* filter=lfs diff=lfs merge=lfs -text
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- *.bin filter=lfs diff=lfs merge=lfs -text
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- *.ftz filter=lfs diff=lfs merge=lfs -text
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- *.joblib filter=lfs diff=lfs merge=lfs -text
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- *.model filter=lfs diff=lfs merge=lfs -text
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- *.msgpack filter=lfs diff=lfs merge=lfs -text
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- *.pb filter=lfs diff=lfs merge=lfs -text
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- *.pt filter=lfs diff=lfs merge=lfs -text
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- *.pth filter=lfs diff=lfs merge=lfs -text
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+ personachat_truecased_full_train.json filter=lfs diff=lfs merge=lfs -text
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+ personachat_truecased_full_valid.json filter=lfs diff=lfs merge=lfs -text
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+ personachat_truecased_sample_train.json filter=lfs diff=lfs merge=lfs -text
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+ personachat_truecased_sample_valid.json filter=lfs diff=lfs merge=lfs -text
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+ dataset_infos.json filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
.gitignore ADDED
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+ venv
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+ .idea
dataset_infos.json ADDED
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personachat_truecased.py ADDED
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+ import json
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+
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+ import datasets
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+ from datasets.features import Sequence
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+
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+
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+ _BASE_URL = "https://huggingface.co/datasets/bavard/personachat_truecased/raw/main"
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+ _URLS = {
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+ "full": {
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+ "train": _BASE_URL + "/persona_chat_truecased_full_train.json",
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+ "valid": _BASE_URL + "/persona_chat_truecased_full_valid.json"
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+ },
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+ "sample": {
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+ "train": _BASE_URL + "/persona_chat_truecased_sample_train.json",
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+ "valid": _BASE_URL + "/persona_chat_truecased_sample_valid.json"
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+ }
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+ }
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+
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+ _DESCRIPTION = """\
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+ A version of the PersonaChat dataset that has been true-cased, and also has been given more normalized punctuation.
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+ The original PersonaChat dataset is in all lower case, and has extra space around each clause/sentence separating
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+ punctuation mark. This version of the dataset has more of a natural language look, with sentence capitalization,
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+ proper noun capitalization, and normalized whitespace. Also, each dialogue turn includes a pool of distractor
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+ candidate responses, which can be used by a multiple choice regularization loss during training.
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+ """
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+
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+ _CITATION = """\
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+ @article{zhang2018personalizing,
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+ title={Personalizing dialogue agents: I have a dog, do you have pets too?},
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+ author={Zhang, Saizheng and Dinan, Emily and Urbanek, Jack and Szlam, Arthur and Kiela, Douwe and Weston, Jason},
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+ journal={arXiv preprint arXiv:1801.07243},
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+ year={2018}
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+ }
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+ """
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+
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+
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+ class PersonachatTruecased(datasets.DatasetBuilder):
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+ """
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+ Version of the PersonaChat dataset that includes true-casing, normalized punctuation, and candidate distractor
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+ responses for each dialogue turn, for including a multiple choice regularzation loss while training.
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+ """
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+
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+ VERSION = datasets.Version("1.0.0")
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+
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+ BUILDER_CONFIGS = [
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+ datasets.BuilderConfig(name="full", version=VERSION, description="The full dataset."),
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+ datasets.BuilderConfig(name="sample", version=VERSION, description="A sample sample of the dataset, useful for testing.")
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+ ]
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+
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+ DEFAULT_CONFIG_NAME = "full"
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features({
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+ "personality": Sequence(datasets.Value("string")),
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+ "candidates": Sequence(datasets.Value("string")),
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+ "history": Sequence(datasets.Value("string")),
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+ "conv_id": datasets.Value("int32"),
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+ "utterance_idx": datasets.Value("int32")
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+ }),
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+ citation=_CITATION
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+ )
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+
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+ def _split_generators(self, dl_manager: datasets.DownloadManager):
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+ split_paths = dl_manager.download(_URLS[self.config.name])
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ # These kwargs will be passed to _generate_examples
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+ gen_kwargs={"data_path": split_paths["train"]}
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+ ),
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+ datasets.SplitGenerator(
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+ name=datasets.Split.VALIDATION,
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+ gen_kwargs={"data_path": split_paths["valid"]}
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+ )
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+ ]
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+
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+ def _generate_examples(self, data_path: str):
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+ with open(data_path) as f:
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+ data = json.load(f)
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+ for conv_id, conv in enumerate(data):
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+ personality = conv["personality"]
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+ for utterance_idx, utterance in enumerate(conv["utterances"]):
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+ id_ = f"{conv_id}-{utterance_idx}"
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+ yield id_, {
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+ "personality": personality,
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+ "candidates": utterance["candidates"],
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+ "history": utterance["history"],
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+ "conv_id": conv_id,
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+ "utterance_idx": utterance_idx
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+ }
personachat_truecased_full_train.json ADDED
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+ size 193210313
personachat_truecased_full_valid.json ADDED
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personachat_truecased_sample_train.json ADDED
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personachat_truecased_sample_valid.json ADDED
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