Improving Automated Essay Scoring by Prompt Prediction and Matching [PDF]
Entropy, 2022 Automated essay scoring aims to evaluate the quality of an essay automatically. It is one of the main educational application in the field of natural language processing.
Jingbo Sun +3 more
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Automated essay scoring with SBERT embeddings and LSTM-Attention networks [PDF]
PeerJ Computer ScienceAutomated essay scoring (AES) is essential in the field of educational technology, providing rapid and accurate evaluations of student writing. This study presents an innovative AES method that integrates Sentence-BERT (SBERT) with Long Short-Term Memory
Yuzhe Nie
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Jurnal Teknologi Informasi dan Ilmu Komputer, 2023 Ujian berbasis esai seringkali digunakan untuk menguji pemahaman siswa dalam menyelesaikan permasalahan. Tak terkecuali dalam pelaksanaan ujian di Politeknik Statistika STIS. Dalam melakukan penilaian pada jawaban tipe ini, dibutuhkan waktu serta tenaga
Kharisma Ayu Pradani +1 more
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Automated Essay Scoring: A Literature Review
Studies in Applied Linguistics & TESOL, 2011 In recent decades, large-scale English language proficiency testing and testing research have seen an increased interest in constructed-response essay-writing items (Aschbacher, 1991; Powers, Burstein, Chodorow, Fowles, & Kukich, 2001; Weigle, 2002). The
Ian Blood
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An LLM-based hybrid approach for enhanced automated essay scoring [PDF]
Scientific ReportsAutomated Essay Scoring systems have traditionally relied on shallow lexical data, such as word frequency and sentence length, to assess essays. However, these approaches neglect crucial factors like text structure and semantics, resulting in limited ...
John Atkinson, Diego Palma
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Reliability of ChatGPT in automated essay scoring for dental undergraduate examinations [PDF]
BMC Medical EducationBackground This study aimed to answer the research question: How reliable is ChatGPT in automated essay scoring (AES) for oral and maxillofacial surgery (OMS) examinations for dental undergraduate students compared to human assessors?
Bernadette Quah +4 more
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Intelligent text analysis for effective evaluation of english Language teaching based on deep learning [PDF]
Scientific ReportsWith the growing demand for English language teaching, the efficient and accurate evaluation of students’ writing ability has become a key focus in English education.
Yuan Ren, Wenjuan Fan, Jinhai Wang
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ET-GNN: Ensemble Transformer-Based Graph Neural Networks for Holistic Automated Essay Scoring
IEEE AccessEssay writing tasks are crucial for assessing students’ writing skills, but manual evaluation can be time-consuming and prone to inconsistencies. Automated Essay Scoring (AES) offers a solution by automatically evaluating essays, reducing the need
Hind Aljuaid +4 more
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A benchmark dataset of narrative student essays with multi-competency grades for automatic essay scoring in Brazilian PortugueseKaggle [PDF]
Data in BriefThis paper describes the development of a new database comprising 1235 narrative essays written in Portuguese by 5th-grade students in Brazil. The corpus construction process involved three main steps: acquiring and transcribing photos of the essays ...
Hilário Oliveira +7 more
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Cross-Prompt Automated Essay Scoring via Reinforcement Learning-Based Data Valuation
IEEE AccessAutomated essay scoring (AES) aims to automatically grade essays, thereby reducing the time and cost associated with manual scoring. The most common AES methods are classified under the prompt-specific approach, which involves developing a scoring model ...
Takumi Shibata, Masaki Uto
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