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Russian Learner Corpus: Towards Error-Cause Annotation for L2 Russian
P. 14240–14258.
Старченко В. М., Kharlamova D. S., Klykova E. et al., Journal of Language and Education 2024 Vol. 10 No. 4 P. 112–129
Background: Grammatical error correction (GEC) systems have greatly developed over the recent decade. According to common metrics, they often reach the level of or surpass human experts. Nevertheless, they perform poorly on several kinds of errors that are effortlessly corrected by humans. Thus, reaching the resolution limit, evaluation algorithms and datasets do not allow for ...
Added: August 6, 2026
Kopylova E.V., Tsegoeva O. G., Berlin V.A. et al., , in: Компьютерная лингвистика и интеллектуальные технологии: По материалам ежегодной международной конференции «Диалог». Выпуск 24.Issue 24.: M.: Max press, 2026. Ch. 26 P. 1–10.
This paper investigates how large language models correct complex grammatical errors in Russian academic
learner writing. Unlike traditional minimal-edit GEC systems, LLMs often apply generative rewriting strategies that
may improve fluency, but risk structural overcorrection and semantic drift. We introduce a new expert benchmark
derived from an authentic 3,1M-word learner corpus and construct an evaluation set annotated for ...
Added: June 27, 2026
Vlasova E., Vyrenkova A. S., В кн.: ЕВРика! Сборник статей о поисках и находках к юбилею Е.В. Рахилиной.: М.: Лабиринт, 2018. Гл. 18 С. 329–345.
The paper presents a recently created Russian learner translator corpus and demonstrates the prospects of its use. ...
Added: March 9, 2018
Umerova M. V., В кн.: Информационно-коммуникационные технологии в лингвистике, лингводидактике и межкультурной коммуникацииВып. 7.: М.: Издательство МГУ, 2016. С. 508–514.
The paper describes the potential practical application and special aspects of teaching academic writing through REALEC (Russian Error-Annotated Learner English Corpus), an error-annotated on-line corpus. Efficiency of this methodology is evaluated by the author. ...
Added: July 10, 2017
Pyrlina I. V., Бизнес-информатика 2011 № 4 С. 54–61
The study identifies operational risks within service-oriented architecture (SOA) of information systems. As a part of operational risks a new error classification scheme is proposed for SOA applications. It is based on errors of the information systems which are service providers for application with service-oriented architecture. The proposed classification approach was used to classify system ...
Added: November 21, 2012