... Statistical Dependency Parsing of Turkish
G
¨
uls¸en Eryi
ˇ
git
Department of Computer Engineering
Istanbul Technical University
Istanbul, 34469, Turkey
gulsen@cs.itu.edu.tr
Kemal Oflazer
Faculty of Engineering ... availability of treebanks of various sorts have
fostered the development of statistical parsers
trained with the structural data in these tree-
banks. With the emer...
... results of automatic dependency
parsing of large-scale corpora. The results
of an experiment in which our method was
used to rerank the results obtained using an
existing machine learning based parsing
method ... accuracy of model (d) is comparable
to that of our model, we can conclude that the con-
sideration of the syntactic property of a verb does
not necessarily improv...
... interpretations of two of the texts: the discourse
trees of one analyst mirrored the paragraph structure of
the texts, while the discourse trees of the other mirrored
a logical organization of the ... precision of 68%. In contrast, a random pro-
cedure recalled, on average, only 38.4% of the sentences
considered important by the judges, with a precision of
38.4%. And t...
... Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 360–368,
Suntec, Singapore, 2-7 August 2009.
c
2009 ACL and AFNLP
Semi-supervised Learning of Dependency ... 2007).
While a complete exploration of linguistic prior
knowledge for dependency parsing is beyond the
scope of this paper, we provide several promis-
ing demonstrations of the...
... covers 80% of their
lists (our system does not find some of the low-
probability range verbs of Lapata and Lascarides).
We compared the rankings of the two implemen-
tations in terms of Pearson ... was
stored. This means that sense 3 of watch, sense
3 of view and sense 7 of see would be correct
interpretations of the metonymic expression.
The obtained number of synsets rang...
... the majority of construction
types of English, however the handling of some
unbounded dependency constructions, particularly
comparatives and equatives, is limited because of
the lack of fine-grained ... the need to balance
depth of analysis against the size of the deriva-
tion space. On the Susanne corpus, the geometric
mean of the number of analyses for a sentence of
le...
... defines
which positions of source words have been trans-
lated. For a better comparison of hypotheses, the
store of each hypothesis in different stacks accord-
ing to their value of w is proposed in ... 2002). The principal innovation of the
phrase-based alignment model isthat itattempts to
calculate the translation probabilities of word se-
quences (phrases)rather than of only s...
... Generalizations of ordinary parsing.
ago (Aho & Ullman, 1969), but here we articu-
late it in more detail: ordinary parsing is a spe-
cial case of synchronous parsing, which is a special
case of translation. ... dimensionality of input
D = dimensionality of grammar
synchronization
(I >= D)
parsing
synchronous
(D=I)
word
alignment
translation
(D >= I)
ordinary
parsi...
... for dependency gram-
mar which supports the modular decomposition
of immediate dependency and linear precedence.
Duchier (1999) formulated a constraint-based ax-
iomatization of dependency parsing ... the
limitations of Reape’s (1994) popular theory of
‘word order domains’. In Section 3 we introduce
the concept of topological dependency tree. In
Section 4 we outline the fo...