Determining writing genre: towards a rubric-based approach to automated essay grading

A writing genre can be thought of as the style in which the writer chooses to present textual content to the reader. We distinguish four main types of essay genres namely Narrative, Persuasive, Descriptive and Expository. An essay’s writing genre can be identified by searching for salient features p...

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Bibliographic Details
Main Authors: Lam, Hon, Dillon, Tharam, Chang, Elizabeth
Other Authors: Chen Khong Tham
Format: Conference Paper
Published: IEEE 2011
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/45770
Description
Summary:A writing genre can be thought of as the style in which the writer chooses to present textual content to the reader. We distinguish four main types of essay genres namely Narrative, Persuasive, Descriptive and Expository. An essay’s writing genre can be identified by searching for salient features present within those genres using various Natural Language Processing tools such as Named Entity Recognition, Part of Speech tagging and Sentence Parsing. This paper explains the more common writing genres in student essays and describes the method in which essays in the narrative genre are identified.