Analysis of Wikipedia-Based Corpora for Question Answering

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Analysis of Wikipedia-Based Corpora for Question Answering
Authors
Tomasz Jurczyk
Amit Deshmane
Jinho D. Choi
Publication date
2018
Links
Original Preprint

Analysis of Wikipedia-Based Corpora for Question Answering - scientific work related to Wikipedia quality published in 2018, written by Tomasz Jurczyk, Amit Deshmane and Jinho D. Choi.

Overview

This paper gives comprehensive analyses of corpora based on Wikipedia for several tasks in question answering. Four recent corpora are collected,WikiQA, SelQA, SQuAD, and InfoQA, and first analyzed intrinsically by contextual similarities, question types, and answer categories. These corpora are then analyzed extrinsically by three question answering tasks, answer retrieval, selection, and triggering. An indexing-based method for the creation of a silver-standard dataset for answer retrieval using the entire Wikipedia is also presented. Authors analysis shows the uniqueness of these corpora and suggests a better use of them for statistical question answering learning.

Embed

Wikipedia Quality

Jurczyk, Tomasz; Deshmane, Amit; Choi, Jinho D.. (2018). "[[Analysis of Wikipedia-Based Corpora for Question Answering]]".

English Wikipedia

{{cite journal |last1=Jurczyk |first1=Tomasz |last2=Deshmane |first2=Amit |last3=Choi |first3=Jinho D. |title=Analysis of Wikipedia-Based Corpora for Question Answering |date=2018 |url=https://wikipediaquality.com/wiki/Analysis_of_Wikipedia-Based_Corpora_for_Question_Answering}}

HTML

Jurczyk, Tomasz; Deshmane, Amit; Choi, Jinho D.. (2018). &quot;<a href="https://wikipediaquality.com/wiki/Analysis_of_Wikipedia-Based_Corpora_for_Question_Answering">Analysis of Wikipedia-Based Corpora for Question Answering</a>&quot;.