Active annotation in the LUNA Italian corpus of spontaneous dialogues

Proceedings of the 6th International Conference on Language Resources and Evaluation, LREC 2008

Volumn , Issue , 2008, Pages 1949-1955

  Raymond, Christian ^a   Rodriguez, Kepa Joseba ^b   Riccardi, Giuseppe ^c  

^a UNIVERSITY OF AVIGNON   (France)

^b Piedmont Consortium for Information Systems (CSI Piemonte)   (Italy)

^c UNIVERSITY OF TRENTO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

SEMANTICS;

ACTIVE LEARNING; ANNOTATION ERRORS; AUTOMATIC ANNOTATION; COMPUTER-ASSISTED PROCESS; HUMAN SUPERVISION; MACHINE LEARNERS; SEMANTIC LABELS; TRAINING EXAMPLE;

ARTIFICIAL INTELLIGENCE;

EID: 84865780520     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Steven Abney, Robert E. Schapire, and Yoram Singer. 1999. Boosting applied to tagging and PP attachment. In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Very Large Corpora (EMNLP/VLC-99), pages 38-45.
2. James Allen and Mark Core. 1997. Draft of DAMSL: Dialog act markup in several layers. Unpublished manuscript.
3. Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998. The berkeley framenet project. In Proceedings of the 17th international conference on Computational linguistics, pages 86-90, Morristown, NJ, USA. Association for Computational Linguistics.
4. Roberto Basili, Maria Teresa Pazienza, and Fabio Massimo Zanzotto. 1999. Lexicalizing a Shallow Parser. In Conference sur le Traitment Automatique des Langues Naturelles (TALN99).
5. Hélàne Bonneau-Maynard and Sophie Rosset. 2003. A semantic representation for spoken dialogues. In Proceedings of Eurospeech, Geneva. Semantizer available at: http://www.limsi.fr/Individu/hbm.
6. EAGLES. 1996. Recomendations for the Morphosyntactic Annotation of Corpora.
7. Taku Kudo. Crf++. Available online at http://crfpp. sourceforge.net/.
8. John Lafferty, Andrew McCallum, and Fernando Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proceedings of 18th International Conference on Machine Learning, pages 282-289.
9. David Lewis and Jason Catlett. 1994. Heterogeneous uncertainty sampling for supervised learning. In Proceedings of ICML-94, 11th International Conference on Machine Learning, pages 148-156, New Brunswick, US.
10. Tetsuji Nakagawa and Yuji Matsumoto. 2002. Detecting errors in corpora using support vector machines. In Proceedings of the 19th international conference on Computational linguistics, pages 1-7, Morristown, NJ, USA. Association for Computational Linguistics.
11. Massimo Poesio and Ron Artstein. 2008. Further developments in anaphoric annotation: the ARRAU corpus. In Proc. of LREC, Marrakesh.
12. Lance Ramshaw and Mitch Marcus. 1995. Text chunking using transformation-based learning. In David Yarovsky and Kenneth Church, editors, Proceedings of the Third Workshop on Very Large Corpora, pages 82-94, Somerset, New Jersey. Association for Computational Linguistics.
13. Christian Raymond and Giuseppe Riccardi. 2007. Generative and discriminative algorithms for spoken language understanding. In Interspeech, Antwerp, Belgium, August.
14. Christian Raymond and Giuseppe Riccardi. 2008. Learning with noisy supervision for spoken language understanding. In ICASSP, pages 183-188, Las Vegas, USA. (Accepted).
15. Kepa Joseba Rodriguez, Stefanie Dipper, Michael Götze, Massimo Poesio, Giuseppe Riccardi, Christian Raymond, and Joanna Rabiega-Wiśniewska. 2007. Standoff coordination for multi-tool annotation in a dialogue corpus. In Linguistic Annotation Workshop, Prague. http://www.aclweb.org/anthology-new/W/W07/W07-1524.pdf.
16. Robert E. Schapire and Yoram Singer. 2000. Boos-Texter: A boosting-based system for text categorization. Machine Learning, 39:135-168. Available online at http://www.cs.princeton. edu/~schapire/boostexter.html.
17. Christopher T. Symons, Nagiza F. Samatova, Ramya Krishnamurthy, Byung H. Park, Tarik Umar, David Buttler, Terence Critchlow, and David Hysom. 2006. Multicriterion active learning in conditional random fields. In ICTAI: Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence, pages 323-331, Washington, DC, USA. IEEE Computer Society.
18. Gokhan Tur, Mazin Rahim, and Dilek Hakkani-Tür. 2003. Active labeling for spoken language understanding. In Eurospeech, Geneva.
19. Andreas Vlachos. 2006. Active Annotation. In Proceedings of the EACL 2006 Workshop on Adaptive Text Extraction.