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Browse files- basic_sentence_transforms.py +47 -5
basic_sentence_transforms.py
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# basic-sentence-transforms.py: the HF datasets "loading script" for the NC_PAT dataset (defines configurations/tasks, columns, etc.)
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import os
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import json
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import datasets
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"direction": datasets.Value("string"),
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}
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{"name": "car_cdr_cons",
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"desc": "small phrase translation tasks that require only: CAR, CDR, or CAR+CDR+CONS operations",
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"features": samp_class},
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{"name": "car_cdr_seq_path_tuc",
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"desc": "same task as car_cdr_seq_path, but requires mapping lowercase fillers to their uppercase tokens",
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"features": count_class},
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{"name": "active_active_stb",
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"desc": "active sentence translation, from sentence to parenthesized tree form, both directions",
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{"name": "active_active_stb_40k",
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"desc": "same task as active_active_stb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "active_logical_ttb",
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"desc": "active to logical tree translation, in both directions",
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{"name": "active_logical_ttb_40k",
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"desc": "same task as active_logical_ttb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "active_passive_ssb",
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"desc": "active to passive sentence translation, in both directions",
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"features": dir_only},
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{"name": "active_passive_ttb_40k",
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"desc": "same task as active_passive_ttb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "actpass_logical_tt",
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"desc": "mixture of active to logical and passive to logical tree translations, single direction",
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"desc": "same task as actpass_logical_tt, but train samples increased from 10K to 40K",
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"features": no_extra},
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{"name": "passive_logical_ttb",
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"desc": "passive to logical tree translation, in both directions",
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"features": dir_only},
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"features": dir_only},
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]
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class BasicSentenceTransformsConfig(datasets.BuilderConfig):
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"""BuilderConfig for basic_sentence_transforms dataset."""
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def __init__(self, features=None, **kwargs):
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# Version history:
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# 0.0.18: Initial version released to HF datasets
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self.features = features
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self.label_classes = None
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class BasicSentenceTransforms(datasets.GeneratorBasedBuilder):
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BUILDER_CONFIGS = [BasicSentenceTransformsConfig(name=c["name"], description=c["desc"], features=c["features"]) for c in configs]
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VERSION = datasets.Version("0.0.
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def _info(self):
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# features are now required here, so get them from the current CONFIG (following code example from super_glue.py)
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# basic-sentence-transforms.py: the HF datasets "loading script" for the internal NC_PAT dataset (defines configurations/tasks, columns, etc.)
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import os
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import json
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import datasets
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"direction": datasets.Value("string"),
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}
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warmup_configs = [
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{"name": "car_cdr_cons",
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"desc": "small phrase translation tasks that require only: CAR, CDR, or CAR+CDR+CONS operations",
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"features": samp_class},
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{"name": "car_cdr_seq_path_tuc",
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"desc": "same task as car_cdr_seq_path, but requires mapping lowercase fillers to their uppercase tokens",
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"features": count_class},
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]
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core_configs = [
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{"name": "active_active_stb",
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"desc": "active sentence translation, from sentence to parenthesized tree form, both directions",
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{"name": "active_active_stb_40k",
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"desc": "same task as active_active_stb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "active_logical_ssb",
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"desc": "active to logical sentence translation, in both directions",
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"features": dir_only},
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{"name": "active_logical_ssb_40k",
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"desc": "same task as active_logical_ssb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "active_logical_ttb",
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"desc": "active to logical tree translation, in both directions",
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{"name": "active_logical_ttb_40k",
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"desc": "same task as active_logical_ttb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "active_passive_ssb",
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"desc": "active to passive sentence translation, in both directions",
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"features": dir_only},
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{"name": "active_passive_ttb_40k",
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"desc": "same task as active_passive_ttb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "actpass_logical_ss",
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"desc": "mixture of active to logical and passive to logical sentence translations, single direction",
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"features": no_extra},
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{"name": "actpass_logical_ss_40k",
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"desc": "same task as actpass_logical_ss, but train samples increased from 10K to 40K",
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"features": no_extra},
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{"name": "actpass_logical_tt",
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"desc": "mixture of active to logical and passive to logical tree translations, single direction",
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"desc": "same task as actpass_logical_tt, but train samples increased from 10K to 40K",
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"features": no_extra},
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{"name": "logical_logical_stb",
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"desc": "logical form sentence translation, from sentence to parenthesized tree form, both directions",
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"features": dir_only},
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{"name": "alogical_logical_stb_40k",
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"desc": "same task as logical_logical_stb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "passive_logical_ssb",
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"desc": "passive to logical sentence translation, in both directions",
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"features": dir_only},
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{"name": "passive_logical_ssb_40k",
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"desc": "same task as passive_logical_ssb, but train samples increased from 10K to 40K",
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"features": dir_only},
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{"name": "passive_logical_ttb",
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"desc": "passive to logical tree translation, in both directions",
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"features": dir_only},
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"features": dir_only},
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]
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configs = warmup_configs + core_configs
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class BasicSentenceTransformsConfig(datasets.BuilderConfig):
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"""BuilderConfig for basic_sentence_transforms dataset."""
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def __init__(self, features=None, **kwargs):
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# Version history:
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# 0.0.18: Initial version released to HF datasets
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# 0.0.21: release V21 of NC_PAT dataset
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super().__init__(version=datasets.Version("0.0.21"), **kwargs)
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self.features = features
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self.label_classes = None
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class BasicSentenceTransforms(datasets.GeneratorBasedBuilder):
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BUILDER_CONFIGS = [BasicSentenceTransformsConfig(name=c["name"], description=c["desc"], features=c["features"]) for c in configs]
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VERSION = datasets.Version("0.0.21")
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def _info(self):
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# features are now required here, so get them from the current CONFIG (following code example from super_glue.py)
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