4 hasil untuk "Sanda-Maria AVRAM"
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Artikel Jurnal
BERT-BASED AUTHORSHIP ATTRIBUTION ON THE ROMANIAN DATASET CALLED ROST
Having been around for decades, the problem of authorship attribution remains a current focus. Some of the more recent instruments used are the pre-trained language models, the most prevalent being BERT. Here we used such a model to detect the authorship of texts written in the Romanian language…
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Artikel Jurnal
Strategies for Student Evaluation in The Online Context
In this paper we conducted an investigation on the performance of the students during the second semester of the academic year 2020-2021. We looked at the performance results obtained by students on the laboratory work, practical and final exams while we were forced by the Covid pandemic to move…
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Artikel Jurnal Teks lengkap
A Comparison of Several AI Techniques for Authorship Attribution on Romanian Texts
Determining the author of a text is a difficult task. Here, we compare multiple Artificial Intelligence techniques for classifying literary texts written by multiple authors by taking into account a limited number of speech parts (prepositions, adverbs, and conjunctions). We also introduce a new…
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Artikel Jurnal
OLDIES BUT GOLDIES: THE POTENTIAL OF CHARACTER N-GRAMS FOR ROMANIAN TEXTS
This study addresses the problem of authorship attribution for Romanian texts using the ROST corpus, a standard benchmark in the field. We systematically evaluate six machine learning techniques — Support Vector Machine (SVM), Logistic Regression (LR), k-Nearest Neighbors (k-NN), Decision Trees…