Lingua-Align: An Experimental Toolbox for Automatic Tree-to-Tree Alignment

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

In this paper we present an experimental toolbox for automatic tree-to-tree alignment based on local classification and alignment inference. The aligner implements a recurrent architecture for structural prediction using history features and a sequential classification procedure. The discriminative base classifier uses a log-linear model which enables simple integration of various features extracted from the data. The Lingua-Align toolbox provides a flexible framework for feature extraction including contextual properties and implements several alignment inference procedures. Various settings and constraints can be controlled via a simple frontend or called from external scripts. Lingua-Align supports different treebank formats and includes additional tools for conversion and evaluation. In our experiments we can show that our tree aligner produces results with high quality and outperforms unsupervised techniques proposed otherwise. It also integrates well with another existing tool for manual tree alignment which makes it possible to quickly integrate additional training material and to run semi-automatic alignment strategies.
Alkuperäiskielimuu / ei tiedossa
OtsikkoUnknown host publication
ToimittajatNicoletta Calzolari (Conference Chair), Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odijk, Stelios Piperidis, Mike Rosner, Daniel Tapias
Julkaisupäivä1 toukokuuta 2010
TilaJulkaistu - 1 toukokuuta 2010
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaUnknown host publication - , International
Kesto: 1 tammikuuta 1800 → …

Tietoaineistot

Lingua-Align

Tiedemann, J. (Luoja), Zenodo, 22 tammikuuta 2018

Tietoaineisto

Siteeraa tätä

Tiedemann, J. (2010). Lingua-Align: An Experimental Toolbox for Automatic Tree-to-Tree Alignment. teoksessa N. C. C. Chair), K. Choukri, B. Maegaard, J. Mariani, J. Odijk, S. Piperidis, M. Rosner, ... D. Tapias (Toimittajat), Unknown host publication