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Community Question Answering Ranking: Methodology Survey

Abstract
This paper surveys the evolution of word embeddings along with the methodologies used in Community Question Answering (cQA), and how these methodologies use word embeddings to achieve higher performance metrics. The paper first discusses vector modelling and how it affected Natural Language Processing (NLP) as a whole, then it details some of the approaches used like the one-hot-encoding, word2vec...
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Keywords
Question answering
Ranking (information retrieval)
Information retrieval
Computer science
Data science


pdf file

Community Question Answering Ranking: Methodology Survey
pdf file

Community Question Answering Ranking: Methodology Survey

Abstract
This paper surveys the evolution of word embeddings along with the methodologies used in Community Question Answering (cQA), and how these methodologies use word embeddings to achieve higher performance metrics. The paper first discusses vector modelling and how it affected Natural Language Processing (NLP) as a whole, then it details some of the approaches used like the one-hot-encoding, word2vec...
View PDF
Keywords
Question answering
Ranking (information retrieval)
Information retrieval
Computer science
Data science


pdf file