Update README.md

README.md

@@ -37,12 +37,9 @@ model-index:
       value: 0.9771662763466042
 ---
 
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
-
 # CNEC_xlm-roberta-large
 
-This model is a fine-tuned version of [FacebookAI/xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large) on the cnec dataset.
+This model is a fine-tuned version of [FacebookAI/xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large) on the [cnec](https://lindat.cz/repository/xmlui/handle/11234/1-3493) dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.1471
 - Precision: 0.8567
@@ -51,22 +48,22 @@ It achieves the following results on the evaluation set:
 - Accuracy: 0.9772
 
 ## Model description
-
-'O' = Outside of a named entity
-'B-A' = Beginning of a complex address number (Postal code, street number, even phone number)
-'I-A' = Inside of a number in the address
-'B-G' = Beginning of a geographical name
-'I-G' = Inside of a geographical name
-'B-I' = Beginning of an institution name
-'I-I' = Inside of an institution name
-'B-M' = Beginning of a media name (email, server, website, tv series, etc.)
-'I-M' = Inside of a media name
-'B-O' = Beginning of an artifact name (book, old movies, etc.)
-'I-O' = Inside of an artifact name
-'B-P' = Beginning of a person's name
-'I-P' = Inside of a person's name
-'B-T' = Beginning of a time expression
-'I-T' = Inside of a time expression
+The entities are described as:
+- 'O' = Outside of a named entity
+- 'B-A' = Beginning of a complex address number (Postal code, street number, even phone number)
+- 'I-A' = Inside of a number in the address
+- 'B-G' = Beginning of a geographical name
+- 'I-G' = Inside of a geographical name
+- 'B-I' = Beginning of an institution name
+- 'I-I' = Inside of an institution name
+- 'B-M' = Beginning of a media name (email, server, website, tv series, etc.)
+- 'I-M' = Inside of a media name
+- 'B-O' = Beginning of an artifact name (book, old movies, etc.)
+- 'I-O' = Inside of an artifact name
+- 'B-P' = Beginning of a person's name
+- 'I-P' = Inside of a person's name
+- 'B-T' = Beginning of a time expression
+- 'I-T' = Inside of a time expression
 
 ## Intended uses & limitations