Update README.md

README.md

@@ -52,7 +52,8 @@ As an alternative to downloading the already precomputed model (much storage). Y
 and compute the embeddings for the dataset using:
 
 ```python
-linker = EntityMentionLinker.build("dmis-lab/biosyn-biobert-ncbi-disease", dictionary_name_or_path="ctd-diseases", hybrid_search=True)
+from flair.models.entity_mention_linking import BioSynEntityPreprocessor
+linker = EntityMentionLinker.build("dmis-lab/biosyn-biobert-ncbi-disease", dictionary_name_or_path="ctd-diseases", preproccessor=BioSynEntityPreprocessor(), hybrid_search=True)
 ```
 
 This will reduce the download requirements, at the cost of computation.