Update Entity tag

inspired_unicrs.py

@@ -1,7 +1,7 @@
 import json
-import re
 from typing import List, Dict
 import datasets
+from dataset.utils import markup_entity
 
 logger = datasets.logging.get_logger(__name__)
 
@@ -46,7 +46,6 @@ class Inspired(datasets.GeneratorBasedBuilder):
         )
     ]
 
-    entity_pattern = "<entity>{}</entity>"
 
     def __init__(self, **kwargs):
         super().__init__(**kwargs)
@@ -71,17 +70,6 @@ class Inspired(datasets.GeneratorBasedBuilder):
         ]
 
 
-    def _mark_entity(self, utt: str, entities: List[str]):
-        # If entities like "action movie" and "action" appear at the same time, we only mark the longer one
-        entities = sorted(list(set(entities)), key=lambda x: len(x), reverse=True)
-        for i, entity in enumerate(entities):
-            valid = True
-            for prev in entities[:i]:
-                if entity in prev:
-                    valid = False
-            if valid:
-                utt = re.sub(entity, self.entity_pattern.format(entity), utt)
-        return utt
 
     def _generate_examples(self, filepath, entity2id):
         """This function returns the examples in the raw (text) form."""
@@ -100,7 +88,7 @@ class Inspired(datasets.GeneratorBasedBuilder):
                         resp = turn['text']
                         movie_turn = [entity2id[movie] for movie in turn['movie_link'] if movie in entity2id]
 
-                        resp = self._mark_entity(resp, turn['entity_name']+turn['movie_name'])
+                        resp = markup_entity(resp, turn['entity_name']+turn['movie_name'])
                         prefix = self.config.initiator_prefix if turn['role'] == 'SEEKER' else self.config.respondent_prefix
                         resp = prefix + resp
                         context.append(resp)