Word Completion with Latent Semantic Analysis
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
Testing the efficacy of part-of-speech information in word completion
TextEntry '03 Proceedings of the 2003 EACL Workshop on Language Modeling for Text Entry Methods
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We present FastType, a word prediction system for the Italian inflected language, and its user-centric interface. Fast-Type has greatly evolved from its original features. We have added new linguistic resources, implemented more effecient prediction algorithms and made a brand-new user interface. Thanks to the prediction engine upgrades, like the generation of word and Part-of-Speech n-gram collections, and to the introduction of a linear combination algorithm, performances are greatly improved. Keystroke Saving reached 48% and is now comparable to the one achieved with state-of-the-art methods for non-inflected languages. DonKey, the new human-computer interface, allows the user to benefit from automatic word completion in any application. FastType is primarily designed for users with special needs and to reduce misspellings for users with linguistic difficulties.