C04-1059 |
model can be used to guide the
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language model adaptation
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process . As introduced in section
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C04-1059 |
alternatives to retrieve the data for
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language model adaptation
|
gives an improvement over using
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C04-1059 |
Abstract We explore unsupervised
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language model adaptation
|
techniques for Statistical Machine
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D08-1090 |
translations in the other text . Unlike
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language model adaptation
|
, the entirety of the bias text
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C04-1059 |
Adaptation via Sentence Retrieval Our
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language model adaptation
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is an unsupervised data augmentation
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C04-1059 |
Summary In this paper , we studied
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language model adaptation
|
for statistical machine translation
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C04-1059 |
when using more sentences for
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language model adaptation
|
. The effect is more pronounced
|
D08-1090 |
Unless otherwise specified no
|
language model adaptation
|
was used . We first establish
|
D08-1090 |
likely circumvent this process .
|
Language model adaptation
|
does not suffer from this phenomenon
|
C04-1059 |
further improvements using this
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language model adaptation
|
technique . The oracle experiment
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D12-1047 |
Translation Model Based Cross-Lingual
|
Language Model Adaptation
|
: from Word Models to Phrase
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C04-1059 |
operators are used specially for our
|
language model adaptation
|
: Sum Operator : #sum ( 1 t ...
|
D12-1047 |
Cross-Lingual Data Selection for
|
Language Model Adaptation
|
Our LM adaptation is an unsupervised
|
D08-1090 |
information is added to the system with
|
language model adaptation
|
. Because the bias text is extracted
|
D08-1090 |
phrasal translation rules . 3.1
|
Language Model Adaptation
|
For every source document , we
|
D11-1033 |
systems also perform target-side
|
language model adaptation
|
( Eck et al. , 2004 ) ; we eschew
|
C04-1059 |
language models . Figure-2 shows the
|
language model adaptation
|
after tuning the interpolation
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D08-1090 |
in table 4 . While gains from
|
language model adaptation
|
were substantial on the tuning
|
C04-1059 |
damaging in practice . <title>
|
Language Model Adaptation
|
for Statistical Machine Translation
|
D08-1090 |
Applying translation model and
|
language model adaptation
|
fairly , using only bias text
|