By Jan Hajič (auth.), Hrafn Loftsson, Eiríkur Rögnvaldsson, Sigrún Helgadóttir (eds.)

This publication constitutes the complaints of the seventh foreign convention on Advances in ordinary Language Processing held in Reykjavik, Iceland, in August 2010.

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Advances in Natural Language Processing: 7th International Conference on NLP, IceTAL 2010, Reykjavik, Iceland, August 16-18, 2010

This publication constitutes the lawsuits of the seventh overseas convention on Advances in average Language Processing held in Reykjavik, Iceland, in August 2010.

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Acknowledgments. This work has been founded by the Spanish Ministry of Education under grant No TIN2009-14659-C03-03, and the Regional Government of Andalucia under grant No P09-TIC-5138. References 1. : Conversational Agents. The Practical Handbook of Internet Computing. Chapman and Hall, Boca Raton (2004) 2. : What would you ask a Conversational Agent? Observations of Human-Agent Dialogues in a Museum Setting. In: Proceedings of the Sixth International Language Resources and Evaluation (LREC 2008), Marrakech, Morocco (2008) 26 E.

2 6 a. babes b. aterki c. defentsa d. itzala 7 a. unibertsora b. izarrera c. galaxiara d. espaziora 8 a. kostu b. prezio c. eragozpen d. zailtasun The process of generating and analysing the questions consists of the following steps: – Selection of the texts: experts on the generation of didactic resources selected the texts on an specific domain, taking into account the level of the learners and the length of the texts. – Marking the blanks: the terms to be considered as keys had to be relevant within the text.

The CRFs model trained in the offline phase returns the likelihood probability associated with each candidate sequences. The highest likelihood sequence is identified as the optimal one, and the related c-structures (one or more) chosen. Features. As previously mentioned, a set of highly informative features was introduced in order to limit the number of possible labels for a specific word. 22 E. Acerbi, G. P´erez, and F. Stella Fig. 4. Online processing If it is known that word x can be classified only as tag1 , tag2 , tag3 and tag4 and this information is properly introduced into the model, it allows the model to focus the prediction on the specific subset, ignoring remaining label assignments.

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Advances in Natural Language Processing: 7th International by Jan Hajič (auth.), Hrafn Loftsson, Eiríkur Rögnvaldsson,
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