1036 search results - page 54 / 208 » Unsupervised Learning |
COLING
1996
15 years 3 months ago
1996
One of the problems in part-of-speech tagging of real-word texts is that of unknown to the lexicon words. In (Mikheev, 1996), a technique for fully unsupervised statistical acquis...
102
click to vote
EMNLP
2010
15 years 5 days ago
2010
We present a machine learning approach for the task of ranking previously answered questions in a question repository with respect to their relevance to a new, unanswered referenc...
126
click to vote
CORR
2002
Springer
15 years 2 months ago
2002
Springer
This paper describes the results of some experiments exploring statistical methods to infer syntactic categories from a raw corpus in an unsupervised fashion. It shares certain po...
129
click to vote
SDM
2004
SIAM
15 years 3 months ago
2004
SIAM
This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...
112
click to vote
AGENTS
2000
Springer
15 years 6 months ago
2000
Springer
Our goal is for robots to learn conceptual systems su cient for natural language and planning. The learning should be autonomous, without supervision. The rst steps in building a ...