... query
logs. In our system, we focus on the amalgama-
tion of the Web and WordNet.
5.1 Using the Web
The Web is the most rapidly growing and com-
plete knowledge resource in the world now. The
terms in the ... uses the knowledge of both the
Web and WordNet to expand the original query.
This is done by first using the original query to
search the we...
... to
win the title?
has the following wrong answer:
WA: He saw Ingemar Johanson knock down
Floyd Patterson seven times there in winning the
heavyweight title.
Although the above sentence contains the ... propagation.
The arguments in the syntactic pattern instance of
the destination synset take their values from the
arguments with the same thematic roles from the
synta...
... the middle of the answer word
sequence;
O: if the word is not in the answer word sequence;
B: if the word is the start word of the answer word
sequence.
The class labeling system in our experiment ... any
QA dataset. Beyond this main goal, as a reference,
The Appendix shows our experimental results clas-
sified into question types without using them in the
trainin...
... Our intention is to employ these
virtual concepts in document indexing.
In this paper we show some preliminary
experimental results and discuss direc-
tions of future work.
1 Introduction
In the ... to reduce the high dimension-
ality of the vectors in order to improve the effec-
tivity of retrieving. The most famous is probably
the method called Latent Semantic Indexing (...
... contained the partial cognate. The
same approach was used for the MB on the Eng-
lish side only this time we were using the English
side of the training seeds for training the classi-
fier and the ... taken into
account as features. Leaving them in would mean
to indicate the classes, when applying the
methods for the English sentences since all the
sentences...
... excludes the P
nom
pattern (61%),
the improvement in the AROC is of 5% and 3%.
Moreover, the shape of the nom + hb + pe ROC
curve in Fig. 1.(a) is above all the other in all the
points.
In the second ... v
h
(x) of the noun playing thelogical sub-
ject role. The action v
h
will be the one entailed by
the verb v
t
heading the sentence. As an example
in the...
... Structure of Linear-chain CRFs.
Linear-chain CRF is a special case of the general
CRFs. In linear-chain CRF, cliques only involve two
adjacent variables in the sequence. Figure 3 shows
the graphical ... disjoint sets, and run a three-fold
cross validation. Within each fold, first sentence
types are labeled using linear-chain CRFs, then the
559
resulting sentence type tagging is u...
... Mining metalinguistic activity in corpora to create lexical resources using
Information Extraction techniques: the MOP system
Carlos Rodríguez Penagos
Language Engineering Group, Engineering ...
that they ingest oxygen from the air via fine
hollow tubes, known as tracheae, in which the
term trachea is linked to the description fine
hollow tubes in the context of a g...
... cause-to-exist
propositions in the target domain. The mapping
in THEORY AS HOME combined with the
Event-Shape VNMA can create the target-
domain proposition that the people came to es-
pouse the theories corresponding ... use
The mental/emotional states VNMA allows the
mapping of the excitement in Lakoff' s example
(1, above) from the source to the target doma...