urchi

Journal and peer-Reviewed conference paper

- M. Turchi, T. De Bie, C. Goutte and Nello Cristianini "Learning to Translate: a statistical and computational analysis", In Advances in Artificial Intelligence. Hindawi Publishing Corporation, New York, USA 2012  [ To Appear ]

- J. Steinberger, M. Kabadjov, R. Steinberger, H. Tanev, M. Turchi and V. Zavarella "Towards language-independent news summarization", In Proceedings of the Text Analysis Conference 2011 (TAC'2011). National Institute of Standards and Technology (NIST), Gaithersburg, Maryland, USA, 14-15 November 2011

- N. Tomeh, M. Turchi, G. Wisniewski, A. Allauzen and F. Yvon "How Good Are Your Phrases? Assessing Phrase Quality with Single Class Classification", In Proceedings of IWSLT 2011: International Workshop on Spoken Language Translation, San Francisco, USA December 8-9, 2011 [ pdf ]

- M. Turchi, V. Zavarella and H. Tanev "Pattern Learning for Event Extraction using  Monolingual Statistical Machine Translation", In Proceedings of Recent Advances in Natural Language Processing (RANLP), Hissar, Bulgaria September 12-14, 2011 [pdf]

- M. Ehrmann, M. Turchi and R. Steinberger "Building a Multilingual Named Entity-Annotated Corpus using Annotation Projection", In Proceedings of Recent Advances in Natural Language Processing (RANLP), Hissar, Bulgaria September 12-14, 2011 [ pdf ]

- I. Flaounas, O. Ali, M. Turchi, T. Snowsill, F. Nicart, T. De Bie, N. Cristianini "NOAM: News Outlets Analysis and Monitoring Systeml", In Proceedings of ACM SIGMOD/PODS Conference, Athens, Greece June 12-16, 2011 [ pdf ]

- M. Turchi, M. Ehrmann "Knowledge Expansion of a Statistical Machine Translation System using Morphological Resources", In Proceedings of 12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), Tokio, Japan 20-26 February 2011[ pdf ]. 

- I. Flaounas, M. Turchi, O. Ali, N. Fyson, T. De Bie, N. Mosdell, J. Lewis, N. Cristianini "The Structure of the EU Mediasphere", PLoS ONE Journal [ pdf ]

- M. Turchi, T. DeBie, N. Cristianini "An Intelligent Web Agent that Autonomously Learns how to Translate", Web Intelligence and Agent Systems: An International Journal (WIAS) [ To Appear ]

- M. Ehrmann, M.Turchi "Building Multilingual Named Entity Annotated Corpora exploiting Parallel Corpora", In Proceedings of Workshop on Annotation and Exploitation of Parallel Corpora (AEPC), Tartu, Estonia, 2 December 2010. [ pdf ]

- M. Turchi, J. Steinberger, M. Kabadjov, R. Steinberger "Using Parallel corpora for Multilingual  (Multi-Document) Summarisation Evaluation", In Proceedings of CLEF 2010 Conference on Multilingual and Multimodal Information Access Evaluation, Padua, Italy, 20-23 September 2010. [ pdf ] [ slides ]

- J. Steinberger, M. Turchi, M. Kabadjov, R. Steinberger, N. Cristianini "Wrapping up a Summary: from Representation to Generation", In Proceedings of ACL 2010, Uppsala, Sweden, 11-16 July 2010. [ pdf ] 

- L. Specia, D. Raj, M. Turchi “Machine Translation Evaluation versus Quality Estimation”, Machine Translation Journal, May 2010. [ pdf ]

- M. Turchi, T. De Bie, N. Cristianini “An Intelligent Agent that Autonomously Learns how to Translate”, In Proceedings of Web Intelligence (WI'09) and Intelligent Agent Technology (IAT'09) Conferences, Milan, Italy, 15-18 September 2009. [ pdf ] [ slides ]

- I. Flaounas, M. Turchi, N. Cristianini “Detecting Macro-Patterns in the European Mediasphere”, In Proceedings of Intelligent Analysis and Web News Content workshop at Wi-Iat Conferences, Milan, Italy,15-18 September 2009. [ pdf ]

- L. Specia, M. Turchi, Z. Wang, J. Shawe-Taylor, C. Saunders “Improving the Confidence of Machine Translation Quality Estimates”, In Proceedings of MT Summit XII, Ottawa, Ontario, Canada, 26-29 August  2009. [ pdf ]

- M. Turchi, I. Flaounas, O. Ali, T. De Bie,T. Snowsill, N. Cristianini “Found in Translation”, In Proceedings of ECML/PKDD, Bled Slovenia, 7-11 September 2009. [ pdf ]

- I. Flaounas, M. Turchi, T. De Bie, N. Cristianini “Inference and Validation of Networks”, In Proceedings of ECML/PKDD, Bled, Slovenia, 7-11 September 2009. [ pdf ]

- L.Specia *, M. Turchi *, N. Cancedda, M. Dymetman, N. Cristianini “Estimating the Sentence-Level Quality of Machine Translation Systems”, In Proceedings of EAMT 2009, Barcelona, Spain, 14-15 May 2009. [ pdf ]
(* Equal contributors.)

- M. Turchi, T. De Bie, N. Cristianini “Learning Performance of a Machine Translation System: a Statistical and Computational Analysis”, In Proceedings of the ACL 2008 Third Workshop on Statistical Machine Translation, Columbus, Usa, June 2008. [ pdf ] [ slides ]

- M. Bresco, M. Turchi, T. De Bie, N. Cristianini “Modelling Sequence Evolution with Kernel”, Computational Optimization and Applications Journal, 2007. [ pdf ]

- M. Turchi, N. Cristianini “A Statistical Analysis of Language Evolution” In proceeding of Evolution of Language Sixth International Conference Rome, 12-15 April 2006. [ pdf ]

- M. Turchi, L. Rigutini, M. Maggini “Pseudo-Supervised Clustering for Text Documents”, In proceeding of IEEE/WIC/ACM International Joint Conference on Web Intelligence 2004, Beijing, China, September 2004. [ pdf ]

peer-reviewed Book chapter

- M. Ebrahim, M. Ehrmann, M. Turchi, R. Steinberger “Multi-label Eurovoc classification for Eastern and Southern EU languages”. Multilingual Processing in Eastern and Southern EU Languages - Less-resourced Technologies and Translation. Editors: Vertan C. and von Hahn W. In press: Cambridge Scholar Press, 2012. [ To Appear ]

- M. Turchi, A. Mammone, N. Cristianini “Analysis of Text Patterns using Kernel Methods”. Text Mining:  Theory and Applications. Editors: Ashok N. Srivastava and Mehran Sahami In press: Taylor and Francis Publisher, 2008. [ book on Amazon.com ]

- A. Mammone, M. Turchi, N. Cristianini “Support Vector Machines”. Wires: Wiley's Interdisciplinary Reviews in Computational Statistics. Editors: Edward J. Wegman, Yasmin H. Said and David W. Scott. Launching online: June 2009. [ pdf ].

Technical Report

- M. Turchi, T. De Bie, N. Cristianini. “Learning to Translate: a statistical and computational analysis”. University of Bristol Technical Report, 2009.

- A. Gallo, A. Mammone, T. De Bie, M. Turchi, N. Cristianini “From frequent itemsets to informative pattern”. University of Bristol Technical Report 123936, 2009.

invited talk

- Invited talk at Sixth MT Marathon, Trento, September 5-10, 2011 

- Platform presentation at Universite Paris Sud 11 & LIMSI/CNRS, Orsay, July 8, 2011

- Platform presentation at Translation Forum, DG Translation, Luxembourg and Brussels, May 24/25, 2011

- Platform presentation at University of Zurich, Institute for Computational Linguistics, May 4, 2010

- Platform presentation at University of Southampton, Information: Signals, Images, Systems (ISIS) Research Group, June 3, 2009

- Platform presentation at University of Siena, Department of Information Engineering, Siena, December 22, 2008.

- Platform presentation at the HPC Symposium, Bristol, September 18, 2008. [ slides ]

Phd Thesis

- Marco Turchi "Time Series Analysis of Textual Data", Siena, 2006. [ pdf ] [ slides ]

Reviewer for

- 2004 IEEE/WIC/ACM International Joint Conference on Web Intelligence WI’04, IEEE Transactions on Neural Networks, ACM Transactions on Internet Technology, Journal of Artificial Intelligence Research, Pattern Recognition Letters, SIAM DataMining Conference