TurkuNLP
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web-register-classification-en

Text Classification

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erikhenriksson commited on May 2, 2024

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@@ -101,7 +101,7 @@ tags:
 - web-register
 - genre
 ---
-# Web register classification (multilingual model)
 A web register classifier for texts in English, fine-tuned from [XLM-RoBERTa-large](https://huggingface.co/FacebookAI/xlm-roberta-large).
 The model is trained with the [Corpus of Online Registers of English (CORE)](https://github.com/TurkuNLP/CORE-corpus) to classify documents based on the [CORE taxonomy](https://turkunlp.org/register-annotation-docs/).
@@ -226,7 +226,7 @@ Micro-averaged F1 scores and optimized prediction thresholds (test set):
 | Language | F1 (All labels) | F1 (Main labels) | Threshold |
 | -------- | --------------- | ---------------- | ----------|
-| English  | 0.74            | 0.75             | 0.40      |
 ## Technical Specifications

 - web-register
 - genre
 ---
+# Web register classification (English model)
 A web register classifier for texts in English, fine-tuned from [XLM-RoBERTa-large](https://huggingface.co/FacebookAI/xlm-roberta-large).
 The model is trained with the [Corpus of Online Registers of English (CORE)](https://github.com/TurkuNLP/CORE-corpus) to classify documents based on the [CORE taxonomy](https://turkunlp.org/register-annotation-docs/).
 | Language | F1 (All labels) | F1 (Main labels) | Threshold |
 | -------- | --------------- | ---------------- | ----------|
+| English  | 0.74            | 0.76             | 0.40      |
 ## Technical Specifications