Datasets:
Tasks:
Text Classification
Modalities:
Text
Sub-tasks:
sentiment-analysis
Languages:
Chinese
Size:
1K - 10K
Tags:
stance-detection
License:
fixed dataset and loader
Browse files- NLPCC2016_Stance_Detection_Task_A_Testdata.tsv +0 -3
- NLPCC2016_Stance_Detection_Task_B_Testdata.tsv +0 -3
- dataset_infos.json +1 -0
- evasampledata4-TaskAA.tsv +0 -3
- evasampledata4-TaskBR.tsv +0 -3
- nlpcc_stance.py +5 -7
- taska_train.csv +2 -2
NLPCC2016_Stance_Detection_Task_A_Testdata.tsv
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version https://git-lfs.github.com/spec/v1
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oid sha256:bda780fb9ec241f8c2d3fdb2d0ccfe24bead13e36a9d41455db045aa279f6a34
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size 3492261
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NLPCC2016_Stance_Detection_Task_B_Testdata.tsv
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version https://git-lfs.github.com/spec/v1
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oid sha256:69fede318c337d49e0fbbe277aa66d25d3e7ce5451f4b3d56d47ae5126ec8492
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size 1850423
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dataset_infos.json
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{"task_a": {"description": "", "citation": "", "homepage": "", "license": "cc-by-4.0", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "target": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "stance": {"num_classes": 3, "names": ["AGAINST", "FAVOR", "NONE"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "nlpcc_stance", "config_name": "task_a", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 775152, "num_examples": 2986, "dataset_name": "nlpcc_stance"}}, "download_checksums": {"taska_train.csv": {"num_bytes": 744329, "checksum": "8d27fe452e00bbcb5f20c3d7eaac21ef9a6df27598db6c87b79353e2fdd96e41"}}, "download_size": 744329, "post_processing_size": null, "dataset_size": 775152, "size_in_bytes": 1519481}}
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evasampledata4-TaskAA.tsv
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version https://git-lfs.github.com/spec/v1
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oid sha256:b8e2bbeb09e2b92dcdf46381b7814ad413cad1bfbb92c1227be4694fe427e50d
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size 750935
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evasampledata4-TaskBR.tsv
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version https://git-lfs.github.com/spec/v1
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oid sha256:f8dd4a444ee3c20a7236a23ee3bb9490b052f1a4d9b337697593312ed9b19bfd
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size 419068
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nlpcc_stance.py
CHANGED
@@ -69,11 +69,9 @@ class NLPCCStance(datasets.GeneratorBasedBuilder):
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)
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def _split_generators(self, dl_manager):
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train_text = dl_manager.download_and_extract("
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test_text = dl_manager.download_and_extract("NLPCC2016_Stance_Detection_Task_A_Testdata.tsv")
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_text, "split": "train"}),
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datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": test_text, "split": "test"}),
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]
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def _generate_examples(self, filepath, split):
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reader = csv.DictReader(f, delimiter=",")
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guid = 0
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for instance in reader:
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print(f"At iteration: {guid}")
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instance["target"] = instance.pop("
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instance["text"] = instance.pop("
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instance["stance"] = instance.pop("
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instance['id'] = str(guid)
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yield guid, instance
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guid += 1
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)
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def _split_generators(self, dl_manager):
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train_text = dl_manager.download_and_extract("taska_train.csv")
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_text, "split": "train"}),
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]
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def _generate_examples(self, filepath, split):
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reader = csv.DictReader(f, delimiter=",")
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guid = 0
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for instance in reader:
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print(f"At iteration: {guid+1}")
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instance["target"] = instance.pop("target")
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instance["text"] = instance.pop("text")
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instance["stance"] = instance.pop("stance")
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instance['id'] = str(guid)
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yield guid, instance
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guid += 1
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taska_train.csv
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:8d27fe452e00bbcb5f20c3d7eaac21ef9a6df27598db6c87b79353e2fdd96e41
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+
size 744329
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