BGU NLP - Morphological Disambiguation Package for the Medical Domain
Medical Lexicon by Raphael Cohen
August 2012
This is an extension of the Morphological Disambiguator (Tagger) by Adler et al.:
- Meni Adler and Michael Elhadad,
An Unsupervised Morpheme-Based HMM for Hebrew Morphological Disambiguation, ACL 2006
pdf.
- Meni Adler, Yoav Goldberg, David Gabay and Michael Elhadad,
Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis, ACL 2008
pdf
- Yoav Goldberg, Meni Adler and Michael Elhadad,
EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start), ACL 2008
pdf
The tagger itself relies on the lexicon and morphological analyzer
from the Mila
Knowledge Center.
- License
- Download
- Usage
License
Morphological Disambiguation Package for the Medical Domain is distributed under a GPL license.
EasyFirst is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
See the GNU General Public License.
Download
Tagger + precompiled medical lexicon (contact us).
The prerequisites are java 1.6.
Use
Tag a file or a directory with morphological tags in bitmask form:
Usage: tagMedical.sh [input file/dir] [output file/dir]
Example: tagMedical.sh input input.tagged
Resolve Bitmask (optional)
Usage: python resolve_bitmask.py [input file]
Example: python resolve_bitmask.py input.tagged
- This will resolve the bitmask into human readable form (works only for a single file).
Last modified August 7, 2012