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Maximum likelihood estimation of perceptual differences in sorting tasks. [PDF]

open access: yesPLoS One
Liu Y   +11 more
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Weaken Grammatical Error Influence in Chinese Grammatical Error Correction

Lecture Notes in Computer Science, 2020
Chinese grammatical error correction (CGEC), a task of correcting grammatical errors in text, is treated as a translation task, where error sentences are “translated” to correct sentences. However, some grammatical errors in the training data can confuse the CGEC models and have negative influence in the “translating” process. In this paper, we propose
Si Li
exaly   +2 more sources

A Comprehensive Survey of Grammatical Error Correction

ACM Transactions on Intelligent Systems and Technology, 2021
Grammatical error correction (GEC) is an important application aspect of natural language processing techniques, and GEC system is a kind of very important intelligent system that has long been explored both in academic and industrial communities. The past decade has witnessed significant progress achieved in GEC for the sake of increasing popularity ...
Zhuo Liu
exaly   +2 more sources

Efficient Grammatical Error Correction with Hierarchical Error Detections and Correction

2021 IEEE International Conference on Web Services (ICWS), 2021
Noisy text is common in semantic services and can have bad effects. Grammatical Error Correction (GEC) can be used to improve text quality, but traditional neural machine translation approaches need hundreds of milliseconds to correct a single text, which is unacceptable to time-sensitive services.
Fayu Pan, Bin Cao 0004
openaire   +1 more source

Multilingual fine-tuning for Grammatical Error Correction

Expert Systems With Applications, 2022
Krzysztof PAJĄK
exaly   +2 more sources

Correcting Grammatical Verb Errors

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
Verb errors are some of the most common mistakes made by non-native writers of English but some of the least studied. The reason is that dealing with verb errors requires a new paradigm; essentially all research done on correcting grammatical errors assumes a closed set of triggers ‐ e.g., correcting the use of prepositions or articles ‐ but ...
Alla Rozovskaya   +2 more
openaire   +1 more source

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