Datasets:
Tasks:
Text Classification
Modalities:
Text
Sub-tasks:
sentiment-classification
Languages:
Javanese
Size:
100K - 1M
License:
File size: 2,290 Bytes
3b2b417 |
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{"default": {"description": "Large Movie Review Dataset translated to Javanese.\nThis is a dataset for binary sentiment classification containing substantially more data than previous benchmark datasets. We provide a set of 25,000 highly polar movie reviews for training, and 25,000 for testing. There is additional unlabeled data for use as well. We translated the original IMDB Dataset to Javanese using the multi-lingual MarianMT Transformer model from `Helsinki-NLP/opus-mt-en-mul`. \n", "citation": "@InProceedings{maas-EtAl:2011:ACL-HLT2011,\n author = {Maas, Andrew L. and Daly, Raymond E. and Pham, Peter T. and Huang, Dan and Ng, Andrew Y. and Potts, Christopher},\n title = {Learning Word Vectors for Sentiment Analysis},\n booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies},\n month = {June},\n year = {2011},\n address = {Portland, Oregon, USA},\n publisher = {Association for Computational Linguistics},\n pages = {142--150},\n url = {http://www.aclweb.org/anthology/P11-1015}\n}\n", "homepage": "https://github.com/w11wo/javanese-nlp", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["0", "1", "-1"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "builder_name": "javanese_imdb_reviews", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 12587778, "num_examples": 25000, "dataset_name": "javanese_imdb_reviews"}, "test": {"name": "test", "num_bytes": 12532318, "num_examples": 25000, "dataset_name": "javanese_imdb_reviews"}, "unsupervised": {"name": "unsupervised", "num_bytes": 25239260, "num_examples": 50000, "dataset_name": "javanese_imdb_reviews"}}, "download_checksums": {"https://github.com/w11wo/javanese-nlp/blob/main/imdb-javanese/javanese_imdb_csv.zip?raw=true": {"num_bytes": 17911848, "checksum": "f42e179c0bc9286c5c5dee85ddabe908ac42e428e699082be642c3289801bbbb"}}, "download_size": 17911848, "post_processing_size": null, "dataset_size": 50359356, "size_in_bytes": 68271204}} |