%0 Conference Proceedings %T FBK@IWSLT 2007 %A Bertoldi, Nicola %A Cettolo, Mauro %A Cattoni, Roldano %A Federico, Marcello %S Proceedings of the Fourth International Workshop on Spoken Language Translation %D 2007 %8 oct 15 16 %C Trento, Italy %F bertoldi-etal-2007-fbk %X This paper reports on the participation of FBK (formerly ITC-irst) at the IWSLT 2007 Evaluation. FBK participated in three tasks, namely Chinese-to-English, Japanese-to-English, and Italian-to-English. With respect to last year, translation systems were developed with the Moses Toolkit and the IRSTLM library, both available as open source software. Moreover, several novel ideas were investigated: the use of confusion networks in input to manage ambiguity in punctuation, the estimation of an additional language model by means of the Google’s Web 1T 5-gram collection, the combination of true case and lower case language models, and finally the use of multiple phrase-tables. By working on top of a state-of-the art baseline, experiments showed that the above methods accounted for significant BLEU score improvements. %U https://aclanthology.org/2007.iwslt-1.11