Latex: a document preparation system
Latex: a document preparation system
Learning text analysis rules for domain-specific natural language processing
Learning text analysis rules for domain-specific natural language processing
Foundations of statistical natural language processing
Foundations of statistical natural language processing
The humane interface: new directions for designing interactive systems
The humane interface: new directions for designing interactive systems
DEADLINER: building a new niche search engine
Proceedings of the ninth international conference on Information and knowledge management
Principles of Computer Speech
Semi-automatic acquisition of domain-specific translation lexicons
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Towards an adaptive communication aid with text input from ambiguous keyboards
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Entering text with a four-button device
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Speech and Language Processing (2nd Edition)
Speech and Language Processing (2nd Edition)
On-line algorithms for combining language models
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 02
Keyword spices: a new method for building domain-specific web search engines
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Evaluation of wordtree system with motor disabled users
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
Evaluation of SpreadKey system with motor impaired users
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: users diversity - Volume Part II
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In this paper, we investigate whether and how domain-specific corpora increase precision of word disambiguation for typing on an ambiguous keyboard. Basically, the disambiguation for our ambiguous keyboard with three letter keys is based on language-specific word frequencies of the lexicon CELEX (in this study English and German is dealt with). The more specific frequency information is extracted from texts in the special domains of school homework in three subjects and articles in two different scientific areas. All in all, we could not always reach a better performance by deploying domain-specific predictions. As a general solution we propose an interpolated language model combining both the general and the specific language model. For all our domains good results---compared to an ideal prediction on the basis of all available models---could be achieved by this method.