Konferenzpaper | 2011 | Peer reviewed

An unsupervised algorithm for the induction of constructions

Autor(en)

Gaspers, Judith ; Cimiano, Philipp

; Griffiths, Sascha ; Wrede, Britta

Titel des Konferenzbandes

Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob)

Name der Konferenz

1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob)

DOI

10.1109/devlrn.2011.6037371

ISBN-13

9781612849898

URL

https://pub.uni-bielefeld.de/record/2278512

Weitere Details

Sprache

englisch

Darstellungsform

Text

Seitenbereich

1 - 6

DDC

006

We present an approach to the unsupervised induction of constructions for a specific domain. The main features of our approach are that i) it does not require any supervision in the form of explicit tutoring, ii) it learns pairings between form and meaning and iii) it induces complex syntactic constructions (and their arguments) together with a mapping to a semantic representation beyond mere word-concept associations. A comparison to approaches from the area of learning grammars for semantic parsing shows that the results of our approach are indeed competitive.

Zitierstile

Gaspers J, Cimiano P, Griffiths S, Wrede B. An unsupervised algorithm for the induction of constructions. In: Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob). 2011: 1-6.

In die Zwischenablage einfügen

Gaspers, J., Cimiano, P., Griffiths, S., & Wrede, B. (2011). An unsupervised algorithm for the induction of constructions. Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), 1-6. https://doi.org/10.1109/devlrn.2011.6037371

In die Zwischenablage einfügen

Gaspers, Judith, Cimiano, Philipp, Griffiths, Sascha, and Wrede, Britta. 2011. “An unsupervised algorithm for the induction of constructions”. In Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), 1-6.

In die Zwischenablage einfügen

Gaspers, J., Cimiano, P., Griffiths, S., and Wrede, B. (2011). “An unsupervised algorithm for the induction of constructions” in Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob) 1-6.

In die Zwischenablage einfügen

Gaspers, J., et al., 2011. An unsupervised algorithm for the induction of constructions. In Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob). pp. 1-6.

In die Zwischenablage einfügen

J. Gaspers, et al., “An unsupervised algorithm for the induction of constructions”, Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), 2011, pp.1-6.

In die Zwischenablage einfügen

Gaspers, J., Cimiano, P., Griffiths, S., Wrede, B.: An unsupervised algorithm for the induction of constructions. Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob). p. 1-6. (2011).

In die Zwischenablage einfügen

Gaspers, Judith, Cimiano, Philipp, Griffiths, Sascha, and Wrede, Britta. “An unsupervised algorithm for the induction of constructions”. Proceedings of the 1st joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob). 2011. 1-6.

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