2018 ASystematicReviewofAutomatedGra

• (Soni & Thakur, 2018) ⇒ Madhvi Soni, and Jitendra Singh Thakur. (2018). “A Systematic Review of Automated Grammar Checking in English Language.” In: CoRR, abs/1804.00540.

Subject Headings: Text Error Correction System.

Notes

• Article Versions and URLs:
  • ArXiv: 1804.00540 (Preprint).
  • DBLP: corr/abs-1804-00540

Cited By

• Google Scholar: 4 Citations
• (Melli et al., 2020) ⇒ Gabor Melli, Abdelrhman Eldallal, Bassim Lazem, and Olga Moreira. (2020). “GM-RKB WikiText Error Correction Task and Baselines.”. In: Proceedings of LREC 2020 (LREC-2020).

Quotes

Author Keywords

• Systematic review; Grammar checking; Classification of errors; Error detection; Automatic error correction

Abstract

Grammar checking is the task of detection and correction of grammatical errors in the text. English is the dominating language in the field of science and technology. Therefore, the non-native English speakers must be able to use correct English grammar while reading, writing or speaking. This generates the need of automatic grammar checking tools. So far many approaches have been proposed and implemented. But less efforts have been made in surveying the literature in the past decade. The objective of this systematic review is to examine the existing literature, highlighting the current issues and suggesting the potential directions of future research. This systematic review is a result of analysis of 12 primary studies obtained after designing a search strategy for selecting papers found on the web. We also present a possible scheme for the classification of grammar errors. Among the main observations, we found that there is a lack of efficient and robust grammar checking tools for real time applications. We present several useful illustrations - most prominent are the schematic diagrams that we provide for each approach and a table that summarizes these approaches along different dimensions such as target error types, linguistic dataset used, strengths and limitations of the approach. This facilitates better understandability, comparison and evaluation of previous research.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2018 ASystematicReviewofAutomatedGra	Madhvi Soni Jitendra Singh Thakur			A Systematic Review of Automated Grammar Checking in English Language