[Corpora-List] Software release: Alignment-Based Learning 1.0

Menno van Zaanen menno at ics.mq.edu.au
Tue Dec 19 05:06:00 CET 2006


----------------------------------------------------------------------
Software release: ABL 1.0
Alignment-Based Learning
----------------------------------------------------------------------

Alignment-Based Learning (ABL) is a symbolic grammar inference
framework that has successfully been applied for several unsupervised
machine learning tasks in Natural Language Processing (NLP). Given
sequences of symbols only, a system that implements ABL induces
structure by aligning and comparing the input sequences. As a result,
the input sequences are augmented with the induced structure.

More information on the underlying ABL system and its implementation
can be found in the following publications:

* "Bootstrapping Structure into Language: Alignment-Based Learning",
Menno van Zaanen, 2001,
PhD Thesis, School of Computing, University of Leeds, UK.
http://www.ics.mq.edu.au/~menno/personal_files/docs/t_leeds.ps.gz
http://www.ics.mq.edu.au/~menno/personal_files/docs/t_leeds.pdf

* "Implementing Alignment-Based Learning",
Menno van Zaanen, 2002,
In: Proceedings of the International Colloquium on Grammatical
Inference (ICGI), pp 312-314, Amsterdam, the Netherlands.
http://springerlink.metapress.com/openurl.asp?genre=article&issn=0302-9743&volume=2484&spage=312

* "String alignment in grammatical inference: what suffix trees can do",
Jeroen Geertzen, 2003,
Technical report ILK-0311, Tilburg University, The Netherlands.
http://ilk.uvt.nl/downloads/pub/papers/ilk0311.pdf


The package contains a C++ implementation of ABL as well as a
reference guide (in texinfo) and the text of the licence. The package
should be easy to install on Linux/UNIX systems (using configure). It
is maintained by:

Menno van Zaanen (menno at ics.mq.edu.au)


The latest version of this package can be found on:

http://www.ics.mq.edu.au/~menno/research/software/abl/


For any questions, remarks, bugs, improvements, or any other matters
of concern about this package, send an email to:

menno at ics.mq.edu.au.

----------------------------------------------------------------------
For comments and bug reports relating to ABL, please send mail to:
menno at ics.mq.edu.au
----------------------------------------------------------------------





More information about the Corpora-archive mailing list