342 search results - page 32 / 69 » Refining Generative Language Models using Discriminative Lea... |
140
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
Graph-based methods for semi-supervised learning have recently been shown to be promising for combining labeled and unlabeled data in classification problems. However, inference f...
114
Voted
ISMIR
2004
Springer
15 years 7 months ago
2004
Springer
We describe an efficient learning algorithm for aligning a symbolic representation of a musical piece with its acoustic counterpart. Our method employs a supervised learning appr...
111
Voted
ACL
1998
15 years 3 months ago
1998
This paper presents a semantic interpretation of adjectival modification in terms of the Generative Lexicon. It highlights the elements which can be borrowed from the GL and devel...
120
Voted
KDD
2002
ACM
16 years 2 months ago
2002
ACM
Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...
105
Voted
EMNLP
2010
15 years 6 days ago
2010
We employ statistical methods to analyze, generate, and translate rhythmic poetry. We first apply unsupervised learning to reveal word-stress patterns in a corpus of raw poetry. W...