Computational linguistics
Z. Chi and S. Geman. Estimation of probabilistic context-free grammars, Computational
Linguistics, 24, 1997, 299-305.
(pdf)
M. Johnson, S. Geman, S. Canon, Z. Chi, and S. Riezler. Estimators for
stochastic "unification-based" grammars. Proceedings of the Association for Computational Linguistics,
1999. (pdf)
S. Geman and M. Johnson. Probabilistic grammars and their applications.
In: International
Encyclopedia of the Social & Behavioral Sciences. N.J. Smelser and P.B. Baltes, eds.,
Pergamon,
S. Geman and M. Johnson. Dynamic programming for parsing and estimation
of stochastic unification-based grammars. Proceedings of the 40th Annual Meeting
of the Association for Computational Linguistics, 2002. (pdf)
S. Geman and M. Johnson. Probability and statistics in computational
linguistics, a brief review. In: Mathematical foundations of speech and
language processing. Johnson, M.; Khudanpur, S.P.; Ostendorf, M.; Rosenfeld, R.
(Eds.), 2004, X, ISBN: 0-387-20326-5, Pages 1-26.
(pdf)