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.gitattributes

@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+te_en-code_switch-train.conllu filter=lfs diff=lfs merge=lfs -text

CodeSwitching-TE-EN.py

@@ -53,9 +53,9 @@ class AncoraCaNer(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
-                    "id": datasets.Value("string"),
-                    "tokens": datasets.Sequence(datasets.Value("string")),
-                    "ner_tags": datasets.Sequence(
+                    "idx": datasets.Value("string"),
+                    "text": datasets.Sequence(datasets.Value("string")),
+                    "pos_tags": datasets.Sequence(
                         datasets.features.ClassLabel(
                             names=[
                                 "NOUN",
@@ -79,6 +79,7 @@ class AncoraCaNer(datasets.GeneratorBasedBuilder):
                             ]
                         )
                     ),
+                    "xpos": datasets.Sequence(datasets.Value("string")),
                 }
             ),
             supervised_keys=None,
@@ -103,29 +104,32 @@ class AncoraCaNer(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, filepath):
         logger.info("⏳ Generating examples from = %s", filepath)
+        filepath = "te_en-code_switch-train.conllu"
         with open(filepath, encoding="utf-8") as f:
             guid = 0
             tokens = []
-            ner_tags = []
+            pos_tags = []
             for line in f:
                 if line.startswith("-DOCSTART-") or line == "" or line == "\n" or line.startswith("#"):
                     if tokens:
                         yield guid, {
-                            "id": str(guid),
-                            "tokens": tokens,
-                            "ner_tags": ner_tags,
+                            "idx": str(guid),
+                            "text": tokens,
+                            "pos_tags": pos_tags,
+                            "xpos": pos_tags,
                         }
                         guid += 1
                         tokens = []
-                        ner_tags = []
+                        pos_tags = []
                 else:
                     # AncoraCaNer tokens are space separated
                     splits = line.split('\t')
-                    tokens.append(splits[9])
-                    ner_tags.append(splits[3].rstrip())
+                    tokens.append(splits[1])
+                    pos_tags.append(splits[3].rstrip())
             # last example
             yield guid, {
-                "id": str(guid),
-                "tokens": tokens,
-                "ner_tags": ner_tags,
+                "idx": str(guid),
+                "text": tokens,
+                "pos_tags": pos_tags,
+                "xpos": pos_tags,
             }

te_en-code_switch-train.conllu

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b1d7a7ba83b983876235ccc5b68dbecd3b87804ca632f19314de9143696134d
+size 11368805