Automated Essay Scoring

Automated Essay Scoring (AES) is a task in the field of Natural Language Processing (NLP) aimed at assigning scores to essays through automated means to evaluate the language proficiency of language learners. This task focuses on four primary dimensions: relevance to the topic, organization and coherence, vocabulary usage and syntactic complexity, and grammatical and mechanical accuracy. Its application value lies in improving scoring efficiency and consistency, supporting large-scale language testing, and personalized teaching.