nlpia / nlpia-bot

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http://manning.com/books/natural-language-processing-in-action
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resolve coreferences in Wikipedia context for qa skill #84

Open venomouse opened 4 years ago

venomouse commented 4 years ago

Original issue&disscussion: https://gitlab.com/tangibleai/qary/-/issues/57

Description:
Who was Barack Obama's wife? gives his mother's name because paragraph about his life y'all's about his mother and father getting married and having him in Hawaii.

Use spacy coreference resolution to preprocess qa context. But it's imperfect: https://www.rangakrish.com/index.php/2019/02/03/coreference-resolution-using-spacy/

Use BERT for conference resolution?

Fine tune BERT with distracting examples like this one, based on es queries and knowledge base for fact checking?

Find Wikipedia knowledge base and compare to qa?