Embedded Files
Data
Geonames named entity pairs (contains named entity pairs i extracted from geonames.org data dump and used in transliteration detection experiments during my PhD study).
Internal Software
Perl scripts for training GMTK DBN models for transliteration scoring (which I modified from Filali Bilmes' scripts (2006)). Please contact me for these.
C++ implementations for Pair Hidden Markov Models and Perl scripts for transliteration scoring (which I modified from Mackay and Kondrak (2004), & Wieling et al.'s (2007) implementations). Please contact me for these.
External software that I use (or have used) in my research/projects/assignments
Graphical models: The Graphical Models Toolkit (GMTK) - I used GMTK in my PhD research for modeling transduction-based dynamic Bayesian networks that i applied in the NLP sub task of transliteration detection.
Statistical Machine Translation: MOSES phrase-based MT system, GIZA++ (for word alignment), IRSTLM & SRILM & KenLM (for natural language modeling) - I used all these in my PhD research in the NLP sub task of transliteration generation. I also use them now in Machine Translation research.
Neural Machine Translation: OpenNMT - I use this in Machine Translation research.
Finite state automata: Carmel finite state toolkit - I used Carmel in my PhD research in the NLP sub task of transliteration generation.
Expert Systems: Dezide Advisor - I used an evaluation copy (unfortunately it's commercial) of this tool in my MSc Computer Science project to build Bayesian network models for troubleshooting heavy duty diesel engine faults.
MeTA (ModErn Text Analysis) - a modern C++ Data Sciences Toolkit that I used in several tasks of the Data mining specialization course from University of Illinois at Urbana Champaign.
R: for statistical computing and graphics - I often use this for plotting graphs.
External software that is being (or has been) used under my supervision
Expert Systems: expertise2go - for implementing rule-based expert systems - has Android version as well for implementing mobile apps of expert systems.
Weka classification software
Google Sites
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