Exploring Limitations and Innovations in Language Processing Models

This chapter examines the challenges of using splayed methods for language processing, particularly its shortcomings with diverse language varieties and lengthy documents. It also introduces innovative concepts such as extendable splayed and deep impact models to improve document representation through flexible lexical representations.

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