论文信息 - Improved Automated Classification of Sentences in Data Science Exercises - 字舞流文

Improved Automated Classification of Sentences in Data Science Exercises

Pierpaolo Vittorini | Anna Maria Angelone | Alessandra Galassi | P. Vittorini | A. Angelone | Alessandra Galassi

[1] Anna Filighera,et al. Investigating Transformers for Automatic Short Answer Grading , 2020, AIED.

[2] Tomas Mikolov,et al. Enriching Word Vectors with Subword Information , 2016, TACL.

[3] Jacob Cohen. A Coefficient of Agreement for Nominal Scales , 1960 .

[4] Tejas I. Dhamecha,et al. Improving Short Answer Grading Using Transformer-Based Pre-training , 2019, AIED.

[5] Pierpaolo Vittorini,et al. Automated Feedback to Students in Data Science Assignments: Improved Implementation and Results , 2021, CHItaly.

[6] Fionn Murtagh,et al. Multilayer perceptrons for classification and regression , 1991, Neurocomputing.

[7] Sara Tonelli,et al. An AI-Based System for Formative and Summative Assessment in Data Science Courses , 2020, International Journal of Artificial Intelligence in Education.

[8] Pierpaolo Vittorini,et al. Improved Feedback in Automated Grading of Data Science Assignments , 2020 .

[9] Giovanni Moretti,et al. Tint 2.0: an All-inclusive Suite for NLP in Italian , 2018, CLiC-it.

[10] Aristide Saggino,et al. On the Design and Development of an Assessment System with Adaptive Capabilities , 2018, MIS4TEL.

[11] Leo Breiman,et al. Random Forests , 2001, Machine Learning.