Spaces:
No application file
No application file
| **To detect the parts of speech in an input text** | |
| The following ``detect-syntax`` example analyzes the syntax of the input text and returns the different parts of speech. | |
| The pre-trained model's confidence score is also output for each prediction. :: | |
| aws comprehend detect-syntax \ | |
| --language-code en \ | |
| --text "It is a beautiful day in Seattle." | |
| Output:: | |
| { | |
| "SyntaxTokens": [ | |
| { | |
| "TokenId": 1, | |
| "Text": "It", | |
| "BeginOffset": 0, | |
| "EndOffset": 2, | |
| "PartOfSpeech": { | |
| "Tag": "PRON", | |
| "Score": 0.9999740719795227 | |
| } | |
| }, | |
| { | |
| "TokenId": 2, | |
| "Text": "is", | |
| "BeginOffset": 3, | |
| "EndOffset": 5, | |
| "PartOfSpeech": { | |
| "Tag": "VERB", | |
| "Score": 0.999901294708252 | |
| } | |
| }, | |
| { | |
| "TokenId": 3, | |
| "Text": "a", | |
| "BeginOffset": 6, | |
| "EndOffset": 7, | |
| "PartOfSpeech": { | |
| "Tag": "DET", | |
| "Score": 0.9999938607215881 | |
| } | |
| }, | |
| { | |
| "TokenId": 4, | |
| "Text": "beautiful", | |
| "BeginOffset": 8, | |
| "EndOffset": 17, | |
| "PartOfSpeech": { | |
| "Tag": "ADJ", | |
| "Score": 0.9987351894378662 | |
| } | |
| }, | |
| { | |
| "TokenId": 5, | |
| "Text": "day", | |
| "BeginOffset": 18, | |
| "EndOffset": 21, | |
| "PartOfSpeech": { | |
| "Tag": "NOUN", | |
| "Score": 0.9999796748161316 | |
| } | |
| }, | |
| { | |
| "TokenId": 6, | |
| "Text": "in", | |
| "BeginOffset": 22, | |
| "EndOffset": 24, | |
| "PartOfSpeech": { | |
| "Tag": "ADP", | |
| "Score": 0.9998047947883606 | |
| } | |
| }, | |
| { | |
| "TokenId": 7, | |
| "Text": "Seattle", | |
| "BeginOffset": 25, | |
| "EndOffset": 32, | |
| "PartOfSpeech": { | |
| "Tag": "PROPN", | |
| "Score": 0.9940530061721802 | |
| } | |
| } | |
| ] | |
| } | |
| For more information, see `Syntax Analysis <https://docs.aws.amazon.com/comprehend/latest/dg/how-syntax.html>`__ in the *Amazon Comprehend Developer Guide*. |