Datasets:

Languages:
English
License:
File size: 2,599 Bytes
e655d8b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
{"conllpp": 
 {"description": "CoNLLpp is a corrected version of the CoNLL2003 NER dataset where labels of 5.38% of the sentences in the test set\nhave been manually corrected. The training set and development set are included for completeness.\nFor more details see https://www.aclweb.org/anthology/D19-1519/ and https://github.com/ZihanWangKi/CrossWeigh\n", 
  "citation": "@inproceedings{wang2019crossweigh,\n  title={CrossWeigh: Training Named Entity Tagger from Imperfect Annotations},\n  author={Wang, Zihan and Shang, Jingbo and Liu, Liyuan and Lu, Lihao and Liu, Jiacheng and Han, Jiawei},\n  booktitle={Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)},\n  pages={5157--5166},\n  year={2019}\n}\n", 
  "homepage": "https://github.com/ZihanWangKi/CrossWeigh", 
  "license": "", 
  "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, 
  "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, 
  "ner_tags": {"feature": {"num_classes": 9, "names": ["O", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC", "B-MISC", "I-MISC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, 
  "post_processed": null, 
  "supervised_keys": null, 
  "builder_name": "conllpp", 
  "config_name": "conllpp", 
  "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, 
  "splits": {
   "train": {"name": "train", "num_bytes": 6931393, "num_examples": 14041, "dataset_name": "conllpp"}, 
   "validation": {"name": "validation", "num_bytes": 1739247, "num_examples": 3250, "dataset_name": "conllpp"}, 
   "test": {"name": "test", "num_bytes": 1582078, "num_examples": 3453, "dataset_name": "conllpp"}}, 
  "download_checksums": {"https://github.com/ZihanWangKi/CrossWeigh/raw/master/data/conllpp_train.txt": {"num_bytes": 3283420, "checksum": "213953b5522fb7924802d883e50f027b2c6ffb5d4d0e63368ed82909f9b60423"}, 
                         "https://github.com/ZihanWangKi/CrossWeigh/raw/master/data/conllpp_dev.txt": {"num_bytes": 827443, "checksum": "c02eb19809eafb83998326a0481942eb37d96f31826ae387cfe8773699969f5b"}, 
                         "https://github.com/ZihanWangKi/CrossWeigh/raw/master/data/conllpp_test.txt": {"num_bytes": 748737, "checksum": "4eb3b5114787d0df24087e9c9dfc956abf4cfd5e201bc1056b48ff4f7b37c0e8"}}, 
  "dataset_size": 10252718, 
  "size_in_bytes": 1,300,189}}