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Operates On: Lexical Items with TOKEN within TEXT_BLOCK_SPLIT and SENTENCE_SPLIT vertex flags.
Library: saga-name-trainer-stage
Tip |
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Models can be trained directly with OpenNLP tools or from the Saga UI. See Name Entity Recognizer in the User Manual for more information on how to create a model using Saga. |
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Parameter |
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summary | if used with automatic pipeline creation, it assigns the tag to which the recognizer belongs to. |
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default | match |
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name | tagWith |
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Parameter |
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summary | Probability threshold. Will only tag sentences that match better or equal to prob. |
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default | 0.95 |
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name | prob |
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type | double |
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Parameter |
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summary | File location of the model. |
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name | model |
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Parameter |
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summary | List of Tags used to normalize the text |
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name | normalize |
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type | string array |
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- For example, let's say you want to normalize all different numbers in the text. You can create a "Numeric" tag using the numeric recognizer, that way each different number will me normalized to "{Numeric}".
Code Block |
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Saga_config_stage |
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boundaryFlags | text block split, sentence split |
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stage | NamePredictorStage |
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requiredFlags | token, semantic tag |
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skipFlags | skip |
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"tagWith": "component", //NAME-OF-OUTPUT-TAG
"prob": "0.95"7,
"model": ".\model-file.bin"nt-models",
"normalize": [] |
Example Output
Code Block |
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saga_graph |
V---------------------------------[ONE MAIN ROTOR BLADE CONTACTED A WIRE WHILE GOING THROUGH MOUNTAINS ON TRAFFIC WATCH.]---------------------------------V
^-------------------------------[ONE MAIN ROTOR BLADE CONTACTED A WIRE WHILE GOING THROUGH MOUNTAINS ON TRAFFIC WATCH]-------------------------------V-[]-^
^-[ONE]-V-[MAIN]-V-----[ROTOR]-----V-[BLADE]-V-[CONTACTED]-V-[A]-V-[WIRE]-V-[WHILE]-V-[GOING]-V-[THROUGH]-V-[MOUNTAINS]-V-[ON]-V-[TRAFFIC]-V-[WATCH]-^
^-[one]-^-[main]-^-----[rotor]-----^-[blade]-^-[contacted]-^-[a]-^-[wire]-^-[while]-^-[going]-^-[through]-^-[mountains]-^-[on]-^-[traffic]-^-[watch]-^
^--[{component}]--^ |
Output Flags
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