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FRED-T5-large-spell

Text2Text Generation
Transformers
PyTorch
Safetensors
Russian
t5
spellchecking
NLP
FredT5
natural language generation
text-generation-inference
Inference Endpoints
Model card Files Community
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@@ -53,7 +53,7 @@ We compare our solution with both open automatic spell checkers and the ChatGPT
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  **MultidomainGold**
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  | Model | Precision | Recall | F1 |
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  | --- | --- | --- | --- |
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- | M2M100-1.2B | 42.5 | 42.0 | 42.2 |
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  | ChatGPT gpt-3.5-turbo-0301 | 33.8 | 72.1 | 46.0 |
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  | ChatGPT gpt-4-0314 | 34.0 | 73.2 | 46.4 |
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  | ChatGPT text-davinci-003 | 33.6 | 72.0 | 45.8 |
@@ -64,7 +64,7 @@ We compare our solution with both open automatic spell checkers and the ChatGPT
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  **MedSpellChecker**
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  | Model | Precision | Recall | F1 |
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  | --- | --- | --- | --- |
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- | M2M100-1.2B | 37.2 | 51.7 | 43.3 |
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  | ChatGPT gpt-3.5-turbo-0301 | 53.2 | 67.6 | 59.6 |
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  | ChatGPT gpt-4-0314 | 54.2 | 69.4 | 60.9 |
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  | ChatGPT text-davinci-003 | 47.8 | 68.4 | 56.3 |
@@ -75,7 +75,7 @@ We compare our solution with both open automatic spell checkers and the ChatGPT
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  **GitHubTypoCorpusRu**
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  | Model | Precision | Recall | F1 |
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  | --- | --- | --- | --- |
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- | M2M100-1.2B | 52.7 | 41.7 | 46.6 |
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  | ChatGPT gpt-3.5-turbo-0301 | 43.8 | 57.0 | 49.6 |
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  | ChatGPT gpt-4-0314 | 45.2 | 58.2 | 51.0 |
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  | ChatGPT text-davinci-003 | 46.5 | 58.1 | 51.7 |
 
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  **MultidomainGold**
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  | Model | Precision | Recall | F1 |
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  | --- | --- | --- | --- |
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+ | FredT5-large-spell | 42.5 | 42.0 | 42.2 |
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  | ChatGPT gpt-3.5-turbo-0301 | 33.8 | 72.1 | 46.0 |
58
  | ChatGPT gpt-4-0314 | 34.0 | 73.2 | 46.4 |
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  | ChatGPT text-davinci-003 | 33.6 | 72.0 | 45.8 |
 
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  **MedSpellChecker**
65
  | Model | Precision | Recall | F1 |
66
  | --- | --- | --- | --- |
67
+ | FredT5-large-spell | 37.2 | 51.7 | 43.3 |
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  | ChatGPT gpt-3.5-turbo-0301 | 53.2 | 67.6 | 59.6 |
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  | ChatGPT gpt-4-0314 | 54.2 | 69.4 | 60.9 |
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  | ChatGPT text-davinci-003 | 47.8 | 68.4 | 56.3 |
 
75
  **GitHubTypoCorpusRu**
76
  | Model | Precision | Recall | F1 |
77
  | --- | --- | --- | --- |
78
+ | FredT5-large-spell | 52.7 | 41.7 | 46.6 |
79
  | ChatGPT gpt-3.5-turbo-0301 | 43.8 | 57.0 | 49.6 |
80
  | ChatGPT gpt-4-0314 | 45.2 | 58.2 | 51.0 |
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  | ChatGPT text-davinci-003 | 46.5 | 58.1 | 51.7 |