Datasets:

strombergnlp
/

twitter_pos

{"foster": {"description": "Part-of-speech information is basic NLP task. However, Twitter text\nis difficult to part-of-speech tag: it is noisy, with linguistic errors and idiosyncratic style.\nThis dataset contains two datasets for English PoS tagging for tweets:\n\n* Ritter, with train/dev/test\n* Foster, with dev/test\n\nFor more details see:\n\n* https://gate.ac.uk/wiki/twitter-postagger.html\n* https://aclanthology.org/D11-1141.pdf\n* https://www.aaai.org/ocs/index.php/ws/aaaiw11/paper/download/3912/4191\n", "citation": "@inproceedings{derczynski2013twitter,\n title={Twitter part-of-speech tagging for all: Overcoming sparse and noisy data},\n author={Derczynski, Leon and Ritter, Alan and Clark, Sam and Bontcheva, Kalina},\n booktitle={Proceedings of the international conference recent advances in natural language processing ranlp 2013},\n pages={198--206},\n year={2013}\n}\n", "homepage": "https://gate.ac.uk/wiki/twitter-postagger.html", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 52, "names": ["\"", "''", "#", "%", "$", "(", ")", ",", ".", ":", "``", "CC", "CD", "DT", "EX", "FW", "IN", "JJ", "JJR", "JJS", "LS", "MD", "NN", "NNP", "NNPS", "NNS", "NN|SYM", "PDT", "POS", "PRP", "PRP$", "RB", "RBR", "RBS", "RP", "SYM", "TO", "UH", "VB", "VBD", "VBG", "VBN", "VBP", "VBZ", "WDT", "WP", "WP$", "WRB", "RT", "HT", "USR", "URL"], "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "twitter_pos", "config_name": "foster", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"validation": {"name": "validation", "num_bytes": 52293, "num_examples": 269, "dataset_name": "twitter_pos"}, "test": {"name": "test", "num_bytes": 49911, "num_examples": 250, "dataset_name": "twitter_pos"}}, "download_checksums": {"http://downloads.gate.ac.uk/twitie/twitie-tagger.zip": {"num_bytes": 54479912, "checksum": "8f536fe329bf2f0e9f442f21d6df7da524a0b168830675796a7a9b8568cf636d"}}, "download_size": 54479912, "post_processing_size": null, "dataset_size": 102204, "size_in_bytes": 54582116}, "ritter": {"description": "Part-of-speech information is basic NLP task. However, Twitter text\nis difficult to part-of-speech tag: it is noisy, with linguistic errors and idiosyncratic style.\nThis dataset contains two datasets for English PoS tagging for tweets:\n\n* Ritter, with train/dev/test\n* Foster, with dev/test\n\nFor more details see:\n\n* https://gate.ac.uk/wiki/twitter-postagger.html\n* https://aclanthology.org/D11-1141.pdf\n* https://www.aaai.org/ocs/index.php/ws/aaaiw11/paper/download/3912/4191\n", "citation": "@inproceedings{derczynski2013twitter,\n title={Twitter part-of-speech tagging for all: Overcoming sparse and noisy data},\n author={Derczynski, Leon and Ritter, Alan and Clark, Sam and Bontcheva, Kalina},\n booktitle={Proceedings of the international conference recent advances in natural language processing ranlp 2013},\n pages={198--206},\n year={2013}\n}\n", "homepage": "https://gate.ac.uk/wiki/twitter-postagger.html", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 52, "names": ["\"", "''", "#", "%", "$", "(", ")", ",", ".", ":", "``", "CC", "CD", "DT", "EX", "FW", "IN", "JJ", "JJR", "JJS", "LS", "MD", "NN", "NNP", "NNPS", "NNS", "NN|SYM", "PDT", "POS", "PRP", "PRP$", "RB", "RBR", "RBS", "RP", "SYM", "TO", "UH", "VB", "VBD", "VBG", "VBN", "VBP", "VBZ", "WDT", "WP", "WP$", "WRB", "RT", "HT", "USR", "URL"], "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "twitter_pos", "config_name": "ritter", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"validation": {"name": "validation", "num_bytes": 38047, "num_examples": 118, "dataset_name": "twitter_pos"}, "test": {"name": "test", "num_bytes": 38899, "num_examples": 118, "dataset_name": "twitter_pos"}, "train": {"name": "train", "num_bytes": 180303, "num_examples": 551, "dataset_name": "twitter_pos"}}, "download_checksums": {"http://downloads.gate.ac.uk/twitie/twitie-tagger.zip": {"num_bytes": 54479912, "checksum": "8f536fe329bf2f0e9f442f21d6df7da524a0b168830675796a7a9b8568cf636d"}}, "download_size": 54479912, "post_processing_size": null, "dataset_size": 257249, "size_in_bytes": 54737161}}