Hi Jun

It's normal for the phrase table to contain a lot of "noise", and generally the decoder can cope with this since it looks at various sources of information, ie different phrase scores, language model, reordering model. Moses also applies a cutoff when it loads translation options, so most of them won't be considered.

You can also try pruning the phrase table using the technique of Johnson et al
http://www.statmt.org/moses/?n=Moses.AdvancedFeatures#ntoc17
This makes the phrase table much smaller, but doesn't usually change translation quality much,

cheers - Barry

On 03/08/12 02:57, jun....@emc.com wrote:

Hi all,

I'm using Moses as the decoder. After the creation of translation model, i checked with the phrase-table. There are a lot of meaningless entries, looks l like below:

Can i remove these entries from the phrase-table? Will it have impact on the translation quality? If so, how about i delete all the punctuations before the creation of the translation model?

! kadov- > ?? ||| ! kadov- > Network ||| 1 0.341024 1 0.114004 2.718 ||| ||| 4 4

! kadov- > ???? ||| ! kadov- > Network parameters ||| 1 0.32747 1 0.0420637 2.718 ||| ||| 2 2

! kadov- > ????? ||| ! kadov- > Network parameters and ||| 1 0.19872 1 0.0395799 2.718 ||| ||| 2 2

! kadov- > ??????? ||| ! kadov- > Network parameters and security ||| 1 0.129761 1 0.0179069 2.718 ||| ||| 2 2

! kadov- > ???? ||| ! kadov- > Network Time ||| 1 0.225683 1 0.00977698 2.718 ||| ||| 2 2

! kadov- > ?????? ( ||| ! kadov- > Network Time Protocol ( ||| 1 0.0968096 1 0.00137715 2.718 ||| ||| 2 2

! kadov- > ?????? ||| ! kadov- > Network Time Protocol ||| 1 0.208681 1 0.00154011 2.718 ||| ||| 2 2

! kadov- > ?? LUN ||| ! kadov- > Offline LUN ||| 1 0.307783 1 0.03884 2.718 ||| ||| 1 1

! kadov- > ?? LUN ?? ||| ! kadov- > Offline LUN information ||| 1 0.289121 1 0.0252108 2.718 ||| ||| 1 1

! kadov- > ?? LUN ??? ||| ! kadov- > Offline LUN information . ||| 1 0.280973 1 0.0243627 2.718 ||| ||| 1 1

! kadov- > ?? ||| ! kadov- > Offline ||| 1 0.313173 1 0.0645311 2.718 ||| ||| 2 2

! kadov- > ???? ||| ! kadov- > Offline state ||| 1 0.266374 1 0.0156563 2.718 ||| ||| 1 1

! kadov- > ?? ||| ! kadov- > Auto ||| 1 0.507327 0.2 0.0200052 2.718 ||| ||| 1 5

! " ||| ! " ||| 0.0185185 0.00821238 1 0.00102938 2.718 ||| ||| 54 1

! # % ' * + - ||| ! # % ' * + - ||| 1 0.00122135 1 0.239671 2.718 ||| ||| 2 2

! # % ' * + ||| ! # % ' * + ||| 1 0.00255049 1 0.750455 2.718 ||| ||| 2 2

! # % ' * ||| ! # % ' * ||| 1 0.00801901 1 0.773186 2.718 ||| ||| 2 2

! # % ' ||| ! # % ' ||| 1 0.0121474 1 0.784364 2.718 ||| ||| 2 2

! # % ||| ! # % ||| 1 0.0426557 1 0.897899 2.718 ||| ||| 2 2

! # ||| ! # ||| 1 0.0550974 1 0.908339 2.718 ||| ||| 2 2

! #$ % ^&* ||| ! # $ % ^ & * ||| 1 5.14084e-07 1 0.00855668 2.718 ||| ||| 2 2

! #$ % ||| ! # $ % ||| 1 6.54489e-05 1 0.23103 2.718 ||| ||| 2 2

! #$ ||| ! # $ ||| 1 8.45389e-05 1 0.233717 2.718 ||| |



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