4660 search results - page 339 / 932 » Learning from imperfect data |
202
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ACL
2010
15 years 4 months ago
2010
Most previous work on trainable language generation has focused on two paradigms: (a) using a statistical model to rank a set of generated utterances, or (b) using statistics to i...
127
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COLT
2004
Springer
16 years 4 days ago
2004
Springer
Abstract— We prove that given a nearly log-concave distribution, in any partition of the space to two well separated sets, the measure of the points that do not belong to these s...
198
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NLP
2000
15 years 10 months ago
2000
In this article we compare the performance of various machine learning algorithms on the task of constructing word-sense disambiguation rules from data. The distinguishing characte...
167
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AAAI
2010
15 years 8 months ago
2010
We present a novel method to control a biped humanoid robot to walk on unknown inclined terrains, using an online learning algorithm to estimate in real-time the local terrain fro...
170
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EACL
2003
ACL Anthology
15 years 8 months ago
2003
ACL Anthology
Disfluent speech adds to the difficulty of processing spoken language utterances. In this paper we concentrate on identifying one disfluency phenomenon: fragmented words. Our d...