Essays about: "Natural Language Processing Machine Learning Automated Essay Scoring"

Found 1 essay containing the words Natural Language Processing Machine Learning Automated Essay Scoring.

  1. 1. On the Effectiveness of Handcrafted and Learned Features in Automated Essay Scoring

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Edvin Jakobsson; [2019]
    Keywords : Natural Language Processing Machine Learning Automated Essay Scoring; Technology and Engineering;

    Abstract : The task of Automated Essay Scoring (AES) has been active for more than half a century, starting with handcrafting statistical features used for linear regression, and currently being improved by the latest advancements in machine learning and natural language processing. Most current research uses some form of character or word embeddings to represent the essays rather than statistical features, enabling the models to analyze the text in full and automatically learn what to look for. READ MORE