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108
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ACL
2006
15 years 5 months ago
Semi-Supervised Training for Statistical Word Alignment
We introduce a semi-supervised approach to training for statistical machine translation that alternates the traditional Expectation Maximization step that is applied on a large tr...
Alexander Fraser, Daniel Marcu
ACL
2006
15 years 5 months ago
Minimum Cut Model for Spoken Lecture Segmentation
We consider the task of unsupervised lecture segmentation. We formalize segmentation as a graph-partitioning task that optimizes the normalized cut criterion. Our approach moves b...
Igor Malioutov, Regina Barzilay
137
Voted
ACL
2006
15 years 5 months ago
An Unsupervised Morpheme-Based HMM for Hebrew Morphological Disambiguation
Morphological disambiguation is the process of assigning one set of morphological features to each individual word in a text. When the word is ambiguous (there are several possibl...
Meni Adler, Michael Elhadad
86
Voted
ACL
2006
15 years 5 months ago
An Account for Compound Prepositions in Farsi
There are some sorts of `Preposition + Noun' combinations in Farsi that apparently a Prepositional Phrase almost behaves as Compound Prepositions. As they are not completely ...
Zahra Abolhassani Chime
120
Voted
ACL
2006
15 years 5 months ago
Annotation Schemes and their Influence on Parsing Results
Most of the work on treebank-based statistical parsing exclusively uses the WallStreet-Journal part of the Penn treebank for evaluation purposes. Due to the presence of this quasi...
Wolfgang Maier