?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=https%3A%2F%2Feprints.uet.vnu.edu.vn%2Feprints%2Fid%2Feprint%2F3350%2F&rft.title=Statistical+Machine+Translation%0D%0AFor+Vietnamese+Grammatical+Error+Correction&rft.creator=Nguyen+Binh%2C+Nguyen&rft.creator=Nguyen+Van%2C+Vinh&rft.subject=Information+Technology+(IT)&rft.description=Nowadays%2C+along+with+the+development+of+Natural+Language+Processing%2C+there+are+a+lot+of+research+which+use%0D%0AStatistical+Machine+Translation+for+grammatical+error+correction.+Despite+the+fact+that%2C+there+are+a+few+researches+which+can+be+applied+to+Vietnamese.+As+a+result%2C+our+purpose+is+to+implement+grammatical+error+correction+in+Vietnamese.+The+problem+can+easily+describe+like+this%3A+you+have+a+wrong+sentence+as+input%2C+after+being+processed+by+the+model%2C+you+will+have+the+right+sentence+as+output.+In+this+research%2C+we+focus+on+applying+Statistical+Machine+Translation+to+Vietnamese.+This+is+a+part+of+Machine+Learning+approach+in+order+to+solve+the+grammatical+error+correction+problem.+At+first%2C+we+will+try+to+create+a+list+of+all+kind+of+Vietnamese%E2%80%99s+error.+Then%2C+we+aim+for+correcting+simple+error%2C+like+spelling+error%2C+then+we+develop+the+system+step+by+step+to+handle+and+correct+complex+error.+To+do+that%2C+the+model+need+lots+of+data+to+train%2C+so+we+collect+as+much+Vietnamese+sentences+as+possible%2C+and+turn+them+into%0D%0Awrong+to+make+parallel+data.+The+data+will+be+divided+into+three+parts%2C+which+are+used+for+training%2C+tuning%2C+and+testing%2C+respectively.+After+all%2C+the+model+achieved+some+results%2C+where+the+sentences+with+spelling+mistake+is+corrected+better+than+others.+The+result+is+not+too+good%2C+but+it+can+be+seen+that+we+can+apply+Statistical+Machine+Translation+for+the+Grammatical+error+correction+problem.&rft.publisher=Conference&rft.date=2018&rft.type=Technical+Report&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.language=en&rft.identifier=https%3A%2F%2Feprints.uet.vnu.edu.vn%2Feprints%2Fid%2Feprint%2F3350%2F1%2FSMT_Grammatical%2520error%2520correction_Report_Nguyen_Tuan_Vinh-2018%2520%25281%2529.pdf&rft.identifier=++Nguyen+Binh%2C+Nguyen+and+Nguyen+Van%2C+Vinh++(2018)+Statistical+Machine+Translation+For+Vietnamese+Grammatical+Error+Correction.++Technical+Report.+Conference.++++(Unpublished)++