... reduce this search
space, but we also avoid strong commitments.
3 The Algorithm at a Glance
Basically, the best-first search algorithm is a
generalization of the incremental version: instead
of successively ... generated so far, augmented by
the minimal value of the description required for
excluding the remaining potantial distractors,
surpasses the evaluation of the best solution.
4 Formalization ... secretary". In
the second example,
x5, x6,
x9, and
xio
are the
intended referents. After picking
white
as a
descriptor, the incremental algorithm can choose
from many alternatives for...
... et al., 2008; Utiyama and Isahara, 2003;
Munteanu and Marcu, 2005; Fung and Cheung,
2004). The novel algorithm is successfully eval-
uated on news data for two language pairs. A
related approach ... com-
parable data (Munteanu and Marcu, 2005).
For a given source sentence S, a max-
imum entropy (ME) classifier is applied
to a large set of candidate target transla-
tions . A beam-search algorithm ... 2004. Pharaoh: a Beam Search De-
coder for Phrase-Based Statistical Machine Transla-
tion Models. In Proceedings of AMTA’04, Washing-
ton DC, September-October.
Dragos S. Munteanu and Daniel Marcu....
... (CoNLL-2002), 49-55, Taibei,
Taiwan.
Mari Ostendorf, Izhak Shafran, Stefanie Shattuck-
Hufnagel, Leslie Charmichael, and William Byrne.
2001. A Prosodically Labeled Database of Sponta-
neous Speech. ... Preposi-
tional Phrase Attachment. In Proceedings of the
ARPA Workshop on Human Language Technology,
250-255, Plainsboro, NJ, USA.
Jeffrey C. Reynar and Adwait Ratnaparkhi. 1997. A
Maximum Entropy Approach ... area (Ratnaparkhi et al., 1994; Ber-
ger et al., 1996; Pietra et al, 1997; Zhou et al.,
2003; Riezler and Vasserman, 2004)
In the most basic approach, such as Ratna-
parkhi et al. (1994) and...
... semantically related pairs of
words and document titles. Information Storage
and Retrieval,. Vol 10, pp 253-260
Al-Fedaghi Sabah S. and Fawaz Al-Anzi (1989) A
new algorithm to generate Arabic ... of
Computational Arabic Morphology. DATR
Documentation Report, University of Sussex.
Al-Raya (1997) Newspaper. Quatar.
Al-Shalabi, R. and M. Evens (1998) A
Computational Morphology Systemfor Arabic.
Proceedings ... stems, and roots as Index terms in an
Arabic Information Retrieval system. Journal of the
American Society for Information Science, 45/8,
pp. 548-560
Al-Najem, Salah R. (1998). An Explanation...
... recall
measures for evaluating parse accuracy do not mea-
sure the accuracy of empty node and antecedent re-
covery, but there is a fairly straightforward extension
of them that can evaluate ... A pattern extracted from the tree displayed
in Figure 1.
accuracy of transitivity labelling was not systemati-
cally evaluated here.
2.2 Patterns and matchings
Informally, patterns are minimal ... knowledge than
the pattern-matching algorithm described here. This
algorithm is both simple and general, and can serve
as a benchmark against which more complex ap-
proaches can be evaluated.
NP
NP
DT
the
NN
man
SBAR
S
NP
NNP
Sam
VP
VBZ...
... before AB any
Move from after trigram ABC to before ABC
any
Figure 1: Possible transformations. A, B, C, J, and K are specific characters; x and y can be any character.
~J and ~K can be any character ...
that character and begins the search starting at the
next character. In this manner, an initial segmen-
tation can be obtained that is more informed than
a simple character-as-word approach. ... the train-
ing data, our rule-based algorithm is able to produce
a series of transformations with a high segmentation
accuracy.
3.2.2 Maximum matching (greedy)
algorithm
A common approach...
... deal with all natural language phenomena. This
has been argued for tree-local and even set-local
MCTAG on the basis of scrambling data from lan-
guages such as German (Becker et al., 1992; Ram-
bow, ... On matrix
languages. Information and Control, 23:86–96.
Aravind K. Joshi and Yves Schabes. 1997. Tree-
Adjoning Grammars. In G. Rozenberg and A. Salo-
maa, editors, Handbook of Formal Languages, ... from a first inspection of the MC-
TAG analyses proposed for natural languages (see
Chen-Main and Joshi (2007) for an overview), it
seems that there are no important natural language
phenomena that...
... 4
state system is of the form: , where
and are arbitrary real numbers.
Note that, unlike the Walsh-Hadamard transformation
and other state transition matrices, the probability in
each state stays ... related operation
called the Fourier Transformation) is one of the things
that makes quantum mechanical algorithms more pow-
erful than classical algorithms and forms the basis for
most significant ... =
Pv
v
Dv
v
i
– 2A+ ( )
A A v
i
–( )+( )
1
N
N 1–( )
2C
2
N
A B C D
A B C D
Average (α)
Average (α)
(before)
(after)
(before)
(after)
Average
Average
2
ence, it is natural to ask - how fast can the basic...
... Franz J. Och, and Daniel Marcu. 2003.
Statistical phrase-based translation. In HLT-NAACL
2003: Main Proceedings, pages 127–133, Edmon-
ton, Alberta, Canada, May 27 - June 1.
Shankar Kumar and ... 1993. The
Mathematics of Statistical Machine Translation: Pa-
rameter Estimation. CL, 19(2):263–311.
David Chiang. 2005. A hierarchical phrase-based
model for statistical machine translation. In ... similar to sequen-
tial natural language annotation problems such as
part-of-speech tagging and shallow parsing, and
the novel training algorithm presented in this pa-
per is actually most similar...
... Centralized Tabu-Based Algorithm
(CTBA) [6] and a random channel attribution method
(RANDOM).Weevaluatetheperformanceofchannel
assignment by analyzing the percentage of removed
interference achieved ... used, as it is able to accurately approximate the beha-
vior of a fading radio channel in burst applications.
Parameters were adjusted so that the GE model yields
5% average packet loss and loss bursts ... in ACM MobiHoc,68–77
(2005)
22. S Avallone, IF Akyildiz, G Ventre, A channel and rate assignment algorithm
and a layer-2.5 forwarding paradigm for multi-radio wireless mesh
networks. IEEE/ACM...