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--- |
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tags: |
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- flair |
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- token-classification |
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- sequence-tagger-model |
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language: fa |
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datasets: |
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- UPC-2017 |
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widget: |
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- text: "تمام ایران یک تابستان تنوری را تجربه میکند ." |
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--- |
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## Persian Part-of-Speech Tagging in Flair |
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This is the part-of-speech tagging model for Persian that ships with [Flair](https://github.com/flairNLP/flair/). |
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F1-Score: **??** (UPC-2017) |
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List of Tags in UPC: |
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| **tag** | **meaning** | |
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|:--------:|:-----------------------:| |
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| ADJ | adjective | |
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| ADJ_CMPR | Comparative adjective | |
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| ADJ_INO | Participle adjective | |
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| ADJ_SUP | Superlative adjective | |
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| ADJ_VOC | Vocative adjective | |
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| ADV | Adverb | |
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| ADV_COMP | Adverb of comparison | |
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| ADV_I | Adverb of interrogation | |
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| ADV_LOC | Adverb of location | |
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| ADV_NEG | Adverb of negation | |
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| ADV_TIME | Adverb of time | |
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| CLITIC | Accusative marker | |
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| CON | Conjunction | |
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| DELM | Delimiter | |
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| DET | Determiner | |
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| FW | Foreign Word | |
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| INT | Interjection | |
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| N_PL | Plural noun | |
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| N_SING | Singular noun | |
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| NUM | Numeral | |
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| N_VOC | Vocative noun | |
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| P | Preposition | |
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| PREV | Preverbal particle | |
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| PRO | Pronoun | |
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| SYM | Symbol | |
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| V_AUX | Auxiliary verb | |
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| V_PA | Past tense verb | |
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| V_PP | Past participle verb | |
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| V_PRS | Present tense verb | |
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| V_SUB | Subjunctive verb | |
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--- |
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### Demo: How to use in Flair |
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Requires: **[Flair](https://github.com/flairNLP/flair/)** (`pip install flair`) |
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```python |
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from flair.data import Sentence |
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from flair.models import SequenceTagger |
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# load tagger |
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tagger = SequenceTagger.load("hamedkhaledi/persain-flair-pos") |
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# make example sentence |
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sentence = Sentence("تمام ایران یک تابستان تنوری را تجربه میکند .") |
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tagger.predict(sentence) |
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# print result |
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print(sentence.to_tagged_string()) |
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``` |
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This yields the following output: |
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``` |
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تمام <DET> ایران <N_SING> یک <NUM> تابستان <N_SING> تنوری <ADJ> را <CLITIC> تجربه <N_SING> میکند <V_PRS> . <DELM> |
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``` |
