Independent clause boundary disambiguation #1783
Labels
lang / en
English language data and models
models
Issues related to the statistical models
perf / accuracy
Performance: accuracy
When parsing through a complex sentence that contains multiple independent clauses, spaCy does not correctly identify the various parts for each clause.
For example, look at the sentence: "The bathroom was dirty, my tray table was broken, and the wifi was not working."
When you parse the sentence each of the three verbs are not connected to the correct nouns. Everything in the sentence is linking back to broken, even though the other two clauses are unrelated.
You can see this visually with displaCy
When you input it into Stanford's parser at http://nlp.stanford.edu:8080/parser/ you can clearly see the three clauses separated.
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