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update EL training data format in docs (#7839)

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* update EL training data format

* fix typo

* all -1 because reasons
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Sofie Van Landeghem 2021-04-22 08:50:09 +02:00 committed by GitHub
parent 49ff1126bf
commit 2e746dbf32
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1 changed files with 4 additions and 2 deletions
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website/docs/api/data-formats.md
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@ -451,9 +451,11 @@ doc = nlp("I'm pretty happy about that!")
gold_dict = {"cats": {"POSITIVE": 1.0, "NEGATIVE": 0.0}}
example = Example.from_dict(doc, gold_dict)
# Training data for an Entity Linking component
# Training data for an Entity Linking component (also requires entities & sentences)
doc = nlp("Russ Cochran his reprints include EC Comics.")
gold_dict = {"links": {(0, 12): {"Q7381115": 1.0, "Q2146908": 0.0}}}
gold_dict = {"entities": [(0, 12, "PERSON")],
"links": {(0, 12): {"Q7381115": 1.0, "Q2146908": 0.0}},
"sent_starts": [1, -1, -1, -1, -1, -1, -1, -1]}
example = Example.from_dict(doc, gold_dict)
```