ORCID Profile
0000-0001-7300-9215
Current Organisation
Nanyang Technological University
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Publisher: Springer Science and Business Media LLC
Date: 14-08-2020
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 05-2021
Publisher: Springer International Publishing
Date: 2016
Publisher: Springer Science and Business Media LLC
Date: 18-09-2018
Publisher: ACM
Date: 03-09-2018
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2018
Publisher: IEEE
Date: 02-2019
Publisher: Springer Science and Business Media LLC
Date: 05-11-2019
Publisher: ACM
Date: 03-09-2018
Publisher: Elsevier BV
Date: 2019
Publisher: IEEE
Date: 05-2019
Publisher: ACM
Date: 26-10-2018
Publisher: Springer International Publishing
Date: 2017
Publisher: IEEE
Date: 02-2019
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 12-2020
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2022
Publisher: Springer Berlin Heidelberg
Date: 2017
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 03-2021
Publisher: Springer International Publishing
Date: 2014
Publisher: IEEE
Date: 02-2019
Publisher: Association for Computing Machinery (ACM)
Date: 06-12-2017
DOI: 10.1145/3134667
Abstract: Community edits to questions and answers (called post edits) plays an important role in improving content quality in Stack Overflow. Our study of post edits in Stack Overflow shows that a large number of edits are about formatting, grammar and spelling. These post edits usually involve small-scale sentence edits and our survey of trusted contributors suggests that most of them care much or very much about such small sentence edits. To assist users in making small sentence edits, we develop an edit-assistance tool for identifying minor textual issues in posts and recommending sentence edits for correction. We formulate the sentence editing task as a machine translation problem, in which an original sentence is "translated" into an edited sentence. Our tool implements a character-level Recurrent Neural Network (RNN) encoder-decoder model, trained with about 6.8 millions original-edited sentence pairs from Stack Overflow post edits. We evaluate our edit assistance tool using a large-scale archival post edits, a field study of assisting a novice post editor, and a survey of trusted contributors. Our evaluation demonstrates the feasibility of training a deep learning model with post edits by the community and then using the trained model to assist post editing for the community.
Publisher: Springer International Publishing
Date: 2017
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2022
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2022
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 02-2023
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2019
Publisher: ACM
Date: 27-05-2018
Publisher: IEEE
Date: 2010
Publisher: IEEE
Date: 10-2018
Publisher: ACM
Date: 21-12-2020
No related grants have been discovered for Yang Liu.