Papers by Habibollah Asghari
PerPaDa: A Persian Paraphrase Dataset based on Implicit Crowdsourcing Data Collection (2022.lrec-1)
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| Challenge: | In this paper, we present a dataset that is collected from users’ input in a plagiarism detection system. |
| Approach: | They propose to use a Persian paraphrase dataset that is collected from users’ input in a plagiarism detection system to improve the quality of the data. |
| Outcome: | The proposed dataset contains 2446 instances of paraphrasing. |
Parsivar: A Language Processing Toolkit for Persian (L18-1)
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| Challenge: | a preprocessing step is required to convert text into a standard format for NLP tasks. |
| Approach: | They propose a Persian preprocessing toolkit that performs various kinds of activities . they use a plagiarism detection system to exploit the proposed toolkit . |
| Outcome: | The proposed tool outperforms available Persian preprocessing tools by about 8 percent in terms of F1 . the proposed toolkit performs normalization, space correction, tokenization, stemming, parts of speech tagging and shallow parsing tasks. |