Priors for Estimating
Probabilistic
Grammars from Incomplete Data
(NWO-EW - VIDI)
[2007-2011]
Involving:
0.5 FTE lecturer 4.5 years (Yoav Seginer)
1.0 FTE postdoc position 3 years (vacancy)
1.0 FTE PhD position (Markos
Mylonakis)
Graduates:
Felix Hageloh
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Statistical
Estimation from Treebanks (CLOSED)
NWO-EW Open Competitie
[2003-2006]
Learning
Stochastic
Tree-Grammars from Treebanks (LeStoGram)
People
involved:
Detlef Prescher (postdoc), Remko Scha and Khalil Sima'an (leaders).
Graduates:
Andreas Zollmann, Linh Thuy Nguyen and Luciano Buratto.
PROJECT
PERIOD FINISHED WITH FINAL REPORT
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Beyond Treebank Annotation: Ambiguity
Resolution by Similarity-Based Performance Models
Personal innovation grant (KNAW
Fellowship, Royal Dutch Academy for Sciences and Humanities), 2002.
Funding of Project
ended in 2003 when I accepted Assistant Professorship at UvA.
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Data
Oriented Parsing
[1994-present]
An ongoing joint project
with various colleagues, specifically Remko Scha, Rens Bod, Andy Way,
Mary Hearne and many others.
ONGOING: See Remko Scha and his former student Rens Bod for more on this
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Keywords:
- Statistical
Machine Translation
- Structured
Statistical Memory-Based Models
- Statistical
Parsing
- Probabilistic
models and their applications
- Statistical
Estimators
- Machine
Learning techniques
- Applied
Natural Language Processing
- Language
and Speech Technology
Research interests:
Computational models of intelligent behavior,
especially language processing
- Stochastic ambiguity resolution
using probabilistic models of Natural Language Processing
- Machine Learning: Estimation
methods
- Applications e.g. Speech
Understanding, Question Answering, Machine Translation
- Algorithms for and computational
complexity of stochastic parsing
- Applications of machine learning
algorithms to cognitive modeling
- Statistical and other Machine
Translation Models
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