66 search results - page 1 / 14 » Kernel Regression Based Machine Translation |
86
Voted
NAACL
2007
15 years 2 months ago
2007
We present a novel machine translation framework based on kernel regression techniques. In our model, the translation task is viewed as a string-to-string mapping, for which a reg...
150
Voted
ICTAI
2010
IEEE
14 years 11 months ago
2010
IEEE
Recent work in the field of machine translation (MT) evaluation suggests that sentence level evaluation based on machine learning (ML) can outperform the standard metrics such as B...
135
Voted
DSMML
2004
Springer
15 years 6 months ago
2004
Springer
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...
89
Voted
ECAI
2004
Springer
15 years 6 months ago
2004
Springer
103
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
The problem of learning a transduction, that is a string-to-string mapping, is a common problem arising in natural language processing and computational biology. Previous methods ...