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Generate question with different types from any kind of text data and get answers for it.

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question-answering nlp machine-learning spacy natural-language-processing t5-model gpt-2 pke keyword-extraction allennlp senc2vec wordnet conceptnet bert roberta race

generate-questions-and-answering-using-nlp's Introduction

Generate-Questions-and-Answering-using-NLP

create questions and answers using different format (MCQ, Q/H, etc,.....).

Preprocessing & Cleaning Data.

Summarization text using GPT2 model.

Exctract Keywords using different library(Spacy, Yake, Keybert, TextRank, TFIDF, etc....)

Generate Question using different models(T5 and more models ).

Generate Answers using AllenNLP.

Generate Distractors to MCQ questions (WordNet, ConceptNet, Sense2Vec, Race)

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