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Fisher, D. and Riloff, E. "Applying Statistical Techniques to Small Corpora: Benefiting from a Limited Domain." Proceedings of the AAAI Fall Symposium on Probabilistic Approaches to Natural Language, 1992.

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Topic Characterization of Full Length Texts Using Direct and.. - Fisher   (3 citations)  Self-citation (Fisher)   (Correct)

....are correctly assigned. Be that as it may, the performance is still unsatisfying, especially compared to Yarowsky s [10] average of 92 . One of the problems with this algorithm is that it requires a large training corpus from which to collect the association frequencies. Although I have shown in [2] that a corpus as small as 500,000 words can be used for a similar frequency based technique, that was in the context of a limited domain. The AP corpus used here totals 1.7 million words, which is small compared to the 10 million words used by Yarowsky [10] and the 8.7 million words used by ....

Fisher, D. and Riloff, E. Applying Statistical Techniques to Small Corpora: Benefitting from a Limited Domain. In the Proceedings of the AAAI Fall Symposium on Probabilistic Approaches to Natural Language, 1992.


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Fisher, D. and Riloff, E. "Applying Statistical Techniques to Small Corpora: Benefiting from a Limited Domain." Proceedings of the AAAI Fall Symposium on Probabilistic Approaches to Natural Language, 1992.

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