Grammatical error correction (GEC) task aims to detect and correct grammatical errors in sentences. Recently, the pre-trained language model has provided a strong baseline for GEC and achieved excellent results by fine-tuning on a small amount of annotated data. However, due to the lack of ...
Grammatical Error Correction (GEC) is the task of correcting different kinds of errors in text such as spelling, punctuation, grammatical, and word choice errors. GEC is typically formulated as a sentence correction task. A GEC system takes a potentially erroneous sentence as input and is expected...
Grammatical error correction (GEC) is the task of detecting and correcting grammatical errors in texts written by second language learners. The statistical machine translation (SMT) approach to GEC, in which sentences written by second l... DT Hoang,S Chollampatt,HT Ng 被引量: 12发表: 2016年...
Incorrect:The hearing was planned for Monday, December 2, but not all of the witnesses could be available, so it was rescheduled for the following Friday. [There are no grammatical errors here, but the sprawling sentence does not communicate clearly and concisely.] Revised: ...
3.1 An analysis of the need for error correction in English grammar English grammatical error correction refers to putting forward the grammatical problems existing in the written sentences and correcting these errors to get a correct sentence. From the analysis of daily English grammar problems, we ...
Grammatical error correction (GEC) aims to automatically detect and correct grammatical errors in sentences. With the development of deep learning, neural machine translation-based approach becomes the mainstream approach for this task. ... J Xie,K Dang,J Liu - Springer, Cham 被引量: 0发表: 20...
Automatically correcting English grammatical errors with the Transformer model is considered as a translation task, i.e., “translating” grammatically incorrect sentences into grammatically correct ones. In the training process, maximum likelihood estimation is adopted to maximize the likelihood of the mod...
Word Ordering Errors (WOEs) are the most frequent type of grammatical errors at sentence level for non-native Chinese language learners. Learners taking Chinese as a foreign language often place character(s) in the wrong places in sentences, and that results in wrong word(s) or ungrammatical ...
Grammatical Error Correction (GEC) is the duty of correcting several types of problems in writing, including misspellings, incorrect punctuation, errors in grammatical construction, and errors in word choice. GEC is almost always presented in the form of a sentence correction task. The potential for...
Most grammar tools you can find online do a much better job finding grammatical errors and suggesting corrections than a word processor. Some online tools give you explanations and examples of grammatical rules and sentence structures. However, the one feature I always look for in free grammar app...