Update bodo-pos-conll.py

bodo-pos-conll.py

@@ -25,14 +25,12 @@ logger = datasets.logging.get_logger(__name__)
 
 
 _CITATION = """\
-@inproceedings{tjong-kim-sang-de-meulder-2003-introduction,
-    title = "Introduction to the {C}o{NLL}-2003 Shared Task: Language-Independent Named Entity Recognition",
-    author = "Tjong Kim Sang, Erik F.  and
-      De Meulder, Fien",
-    booktitle = "Proceedings of the Seventh Conference on Natural Language Learning at {HLT}-{NAACL} 2003",
-    year = "2003",
-    url = "https://www.aclweb.org/anthology/W03-0419",
-    pages = "142--147",
+@inproceedings{bododataset2022v1,
+	title = {Bodo Dataset: A comprehensive list of Bodo Datasets},
+  	author = {Sanjib Narzary},
+	booktitle = {Alayaran Dataset Repository},
+	url = {http://get.alayaran.com},
+	year = {2022},
 }
 """
 
@@ -52,10 +50,10 @@ tagging scheme, whereas the original dataset uses IOB1.
 For more details see https://www.clips.uantwerpen.be/conll2003/ner/ and https://www.aclweb.org/anthology/W03-0419
 """
 
-_URL = "https://data.deepai.org/conll2003.zip"
-_TRAINING_FILE = "train.txt"
-_DEV_FILE = "valid.txt"
-_TEST_FILE = "test.txt"
+_URL = "http://get.alayaran.com/pos/bodo-pos-conll.zip"
+_TRAINING_FILE = "train-pos.txt"
+_DEV_FILE = "valid-pos.txt"
+_TEST_FILE = "test-pos.txt"
 
 
 class Conll2003Config(datasets.BuilderConfig):
@@ -74,7 +72,7 @@ class Conll2003(datasets.GeneratorBasedBuilder):
     """Conll2003 dataset."""
 
     BUILDER_CONFIGS = [
-        Conll2003Config(name="conll2003", version=datasets.Version("1.0.0"), description="Conll2003 dataset"),
+        Conll2003Config(name="bodo-pos-conll-2003", version=datasets.Version("1.0.0"), description="Bodo PoS Conll2003 dataset"),
     ]
 
     def _info(self):
@@ -87,53 +85,42 @@ class Conll2003(datasets.GeneratorBasedBuilder):
                     "pos_tags": datasets.Sequence(
                         datasets.features.ClassLabel(
                             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",
+                                'RD_UNK', 
+                                'DM_DMD', 
+                                'N_NNV', 
+                                'QT_QTO', 
+                                'N_NST', 
+                                'PR_PRC', 
+                                'CC_CCS', 
+                                'RP_NEG', 
+                                'QT_QTF', 
+                                'N_NNP', 
+                                'CC_CCD', 
+                                'PR_PRQ', 
+                                'DM_DMR', 
+                                'QT_QTC', 
+                                'DM_DMI', 
+                                'PR_PRF', 
+                                'RB', 
+                                'PSP', 
+                                'V_VAUX_VF', 
+                                'PR_PRP', 
+                                'RD_RDF', 
+                                'RP_RPD', 
+                                'JJ', 
+                                'RP_INJ', 
+                                'V_VM', 
+                                'V_VM_VF', 
+                                'PR_PRL', 
+                                'RD_PUNC', 
+                                'RP_INTF', 
+                                'DM_DMQ', 
+                                'RD_ECH', 
+                                'RD_SYM', 
+                                'N_NN', 
+                                'PR_PRI', 
+                                'V_VM_VNF', 
+                                'V_VAUX',
                             ]
                         )
                     ),
@@ -184,7 +171,7 @@ class Conll2003(datasets.GeneratorBasedBuilder):
                 }
             ),
             supervised_keys=None,
-            homepage="https://www.aclweb.org/anthology/W03-0419/",
+            homepage="http://get.alayaran.com",
             citation=_CITATION,
         )
 
@@ -231,8 +218,8 @@ class Conll2003(datasets.GeneratorBasedBuilder):
                     splits = line.split(" ")
                     tokens.append(splits[0])
                     pos_tags.append(splits[1])
-                    chunk_tags.append(splits[2])
-                    ner_tags.append(splits[3].rstrip())
+                    chunk_tags.append('-')
+                    ner_tags.append('-')
             # last example
             if tokens:
                 yield guid, {