Most attempts to integrate FrameNet in NLP systems have so far failed because of its limited coverage. In this paper, we investigate the applicability of distributional and WordNet-based models on the task of lexical unit induction, i.e. the expansion of FrameNet with new lexical units. Experimental results show that our distributional and WordNet-based models achieve good level of accuracy and coverage, especially when combined. © 2008 Association for Computational Linguistics.

Pennacchiotti, M., DE CAO, D., Basili, R., Croce, D., Roth, M. (2008). Automatic induction of FrameNet lexical units. In EMNLP 2008 - 2008 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference: A Meeting of SIGDAT, a Special Interest Group of the ACL (pp.457-465).

Automatic induction of FrameNet lexical units

DE CAO, DIEGO;BASILI, ROBERTO;CROCE, DANILO;
2008-08-01

Abstract

Most attempts to integrate FrameNet in NLP systems have so far failed because of its limited coverage. In this paper, we investigate the applicability of distributional and WordNet-based models on the task of lexical unit induction, i.e. the expansion of FrameNet with new lexical units. Experimental results show that our distributional and WordNet-based models achieve good level of accuracy and coverage, especially when combined. © 2008 Association for Computational Linguistics.
2008 Conference on Empirical Methods in Natural Language Processing, EMNLP 2008, Co-located with AMTA 2008 and the International Workshop on Spoken Language Translation
Honolulu, HI, usa
2008
Rilevanza internazionale
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
Settore INF/01 - Informatica
English
Computational Theory and Mathematics; Computer Science Applications1707 Computer Vision and Pattern Recognition; Information Systems
Intervento a convegno
Pennacchiotti, M., DE CAO, D., Basili, R., Croce, D., Roth, M. (2008). Automatic induction of FrameNet lexical units. In EMNLP 2008 - 2008 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference: A Meeting of SIGDAT, a Special Interest Group of the ACL (pp.457-465).
Pennacchiotti, M; DE CAO, D; Basili, R; Croce, D; Roth, M
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/124118
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