Error Correction: Each of the following sentences has at least one grammatical error. Identify the errors and make corrections.1. Taylor said that culture was "that complex whole which includes knowledge, belief, art, law, morals, custom, and any other capabilities and habits acquired by man ...
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 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...
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: ...
The approach to be discussed in this paper treats typo correction as an integral part of syntactic analysis. It is motivated by the reality that we must be able to process sentences that have not been edited and therefore may contain incorrect characters. Implemented in NLPWin, the general-...
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 ...
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 ...
This paper investigates the application of GPT-3.5 for Grammatical Error Correction (GEC) in multiple languages in several settings: zero-shot GEC, fine-tuning for GEC, and using GPT-3.5 to re-rank correction hypotheses generated by other GEC models. In the zero-shot setting, we conduct automa...
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...