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diff --git a/report/biblio.bib b/report/biblio.bib
index c7105c59..d2e8249a 100644
--- a/report/biblio.bib
+++ b/report/biblio.bib
@@ -605,6 +605,66 @@ pages     = {104--111},
 }
 
 
+@InProceedings{tillman:2006:ACL,
+ author = {Tillmann, Christoph and Zhang, Tong},
+ title = {A discriminative global training algorithm for statistical MT},
+ booktitle = {ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics},
+ year = {2006},
+  }
+
+@article{mira:05,
+	author = {Crammer, Koby   and Mcdonald, Ryan   and Pereira, Fernando  },
+	title = {Scalable Large-Margin Online Learning for Structured Classification},
+	
+}
+
+	
+
+@InProceedings{koehn:07,
+  author    = {Koehn, Philipp and Abhishek, Arun},
+  title     = {Online Learning Methods For Discriminative Training of Phrase Based Statistical Machine Translation},
+  booktitle = {MT Summit XI},
+  year      = {2007},
+}
+
+
+
+@InProceedings{watanabe:07,
+  author    = {Watanabe, Taro  and  Suzuki, Jun  and  Tsukada, Hajime  and  Isozaki, Hideki},
+  title     = {Online Large-Margin Training for Statistical Machine Translation},
+  booktitle = {Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)},
+  month     = {June},
+  year      = {2007},
+  address   = {Prague, Czech Republic},
+  publisher = {Association for Computational Linguistics},
+}
+
+
+
+@inproceedings{liang:06,
+ author = {Liang, Percy and Bouchard-C\^{o}t\'{e}, Alexandre and Klein, Dan and Taskar, Ben},
+ title = {An end-to-end discriminative approach to machine translation},
+ booktitle = {ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics},
+ year = {2006},
+ pages = {761--768},
+ location = {Sydney, Australia},
+ }
 
+@InProceedings{chiang:2009:naacl,
+  author    = {Chiang, David and Knight, Kevin, and Wang,Wei},
+  title     = {11,001 New Features for Statistical Machine Translation},
+  booktitle = {Proceedings of NAACL-09: HLT},
+  month     = {June},
+  year      = {2009},
+  address   = {Boulder, CO},
+  publisher = {Association for Computational Linguistics},
+}
 
+@inproceedings{och:03,
+  author    = {Franz Josef Och},
+  title     = {Minimum Error Rate Training in Statistical Machine Translation},
+  booktitle = {ACL},
+  year      = {2003},
+  pages     = {160-167},
+}