Difference between revisions of "Analysis of Wikipedia-Based Corpora for Question Answering"
(Infobox) |
(Adding embed) |
||
| Line 10: | Line 10: | ||
== Overview == | == 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. | 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 === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Jurczyk, Tomasz; Deshmane, Amit; Choi, Jinho D.. (2018). "[[Analysis of Wikipedia-Based Corpora for Question Answering]]". | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{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}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | 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;. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 12:36, 19 October 2019
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). "<a href="https://wikipediaquality.com/wiki/Analysis_of_Wikipedia-Based_Corpora_for_Question_Answering">Analysis of Wikipedia-Based Corpora for Question Answering</a>".
