2018
ACL
ACL 2018
Syntactic and Lexical Approaches to Reading Comprehension
Abstract
AbstractAmong the challenges of teaching reading comprehension in K – 12 are identifying the portions of a text that are difficult for a student, comprehending major critical ideas, and understanding context-dependent polysemous words. We present a simple, unsupervised but robust and accurate syntactic method for achieving the first objective and a modified hierarchical lexical method for the second objective. Focusing on pinpointing troublesome sentences instead of the overall readability and on concepts central to a reading, we believe these methods will greatly facilitate efforts to help students improve reading skills
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Interdisciplinary Bridge
— Machine Learning and Natural Language Processing
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Trend Setter
— Classification
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Keyword Pioneer
— syntactic method
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio