Datasets:

tner
/

tweebank_ner

Tasks:

Token Classification

Modalities:

Sub-tasks:

named-entity-recognition

Languages:

Size:

ArXiv:

Libraries:

License:

Dataset card Viewer Files Files and versions Community

asahi417 commited on Nov 27, 2022

Commit

cb0fecb

•

1 Parent(s): 572a821

Update tweebank_ner.py

Files changed (1) hide show

tweebank_ner.py +3 -2

tweebank_ner.py CHANGED Viewed

@@ -6,7 +6,7 @@ import datasets
 logger = datasets.logging.get_logger(__name__)
 _DESCRIPTION = """[Tweebank NER](https://arxiv.org/abs/2201.07281)"""
 _NAME = "tweebank_ner"
-_VERSION = "1.0.0"
 _CITATION = """
 @article{DBLP:journals/corr/abs-2201-07281,
   author    = {Hang Jiang and
@@ -72,12 +72,13 @@ class TweebankNER(datasets.GeneratorBasedBuilder):
                     _key += 1
     def _info(self):
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
                     "tokens": datasets.Sequence(datasets.Value("string")),
-                    "tags": datasets.Sequence(datasets.Value("int32")),
                 }
             ),
             supervised_keys=None,

 logger = datasets.logging.get_logger(__name__)
 _DESCRIPTION = """[Tweebank NER](https://arxiv.org/abs/2201.07281)"""
 _NAME = "tweebank_ner"
+_VERSION = "1.0.1"
 _CITATION = """
 @article{DBLP:journals/corr/abs-2201-07281,
   author    = {Hang Jiang and
                     _key += 1
     def _info(self):
+        names = ["B-LOC", "B-MISC", "B-ORG", "B-PER", "I-LOC", "I-MISC", "I-ORG", "I-PER", "O"]
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
                     "tokens": datasets.Sequence(datasets.Value("string")),
+                    "tags": datasets.Sequence(datasets.features.ClassLabel(names=names)),
                 }
             ),
             supervised_keys=None,