Báo cáo khoa học: "Semantic Role Labeling for Coreference Resolution" pot
Báo cáo khoa học: "Semantic Role Labeling for Coreference Resolution" pot
... tech-
niques for robust, broad coverage semantic pars-
ing in terms of semantic role labeling (Gildea &
Jurafsky, 2002; Carreras & M
`
arquez, 2005, SRL
henceforth).
This paper explores whether coreference ... generated infor-
mation about semantic roles improves its
performance.
1 Introduction
The last years have seen a boost of work devoted
to the development of machine lear...
Báo cáo khoa học: "Semantic Role Labeling Systems for Arabic using Kernel Methods" pptx
... pages 798–806,
Columbus, Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Semantic Role Labeling Systems for Arabic using Kernel Methods
Mona Diab
CCLS, Columbia University
New ... Semantic Role Labeling (SRL) is
a significant step toward improving important
applications, e.g. question answering and in-
formation extraction. In this paper, we present
an SRL s...
Báo cáo khoa học: "Semantic Role Labeling via FrameNet, VerbNet and PropBank" potx
... the last years a noticeable effort has been
devoted to the design of lexical resources that
can provide the training ground for automatic se-
mantic role labelers. Unfortunately, most of the
systems ... frame infor-
mation in the Senseval-3 competition (Litkowski,
2004) of FrameNet (Johnson et al., 2003) role la-
beling task. When such information is not used
by the systems, the perform...
Báo cáo khoa học: "Semantic Role Labeling Using Different Syntactic Views∗" pdf
... 80303
{spradhan,whw,hacioglu,martin}@cslr.colorado.edu
Daniel Jurafsky
Department of Linguistics,
Stanford University,
Stanford, CA 94305
jurafsky@stanford.edu
Abstract
Semantic role labeling is the process of
annotating the predicate-argument ... ex-
tracted from PropBank. We use Sections 02-21 for
training, Section 00 for development and Section 23
for testing.
We formulate the se...
Tài liệu Báo cáo khoa học: "A Modular Toolkit for Coreference Resolution" pdf
... a considerable engineer-
ing effort, yet there is very limited avail-
ability of off-the shelf tools for researchers
whose interests are not in coreference, or for
researchers who want to concentrate ... the use of coreference information in summa-
rization or question answering techniques is not as
widespread as it could be. We believe that the avail-
ability of a modular toolkit for...
Tài liệu Báo cáo khoa học: "Conditional Modality Fusion for Coreference Resolution" pdf
... w)
−
X
y
,m
p(m, y
|x
i
; w)
∂
∂w
j
ψ(y
, m, x
i
; w)
The form of the potential function ψ is where our
intuitions about the role of the hidden variable are
formalized. Our goal is to include the non-verbal
features ... different set of feature weights for each case: w
v,1
when the non-verbal features are included, and w
v,2
otherwise. The formal definition of the potential
function...
Báo cáo khoa học: "Semantic Class Induction and Coreference Resolution" pptx
... the role of induced SC knowledge
in coreference resolution: many of them evaluate
coreference performance on perfect mentions (e.g.,
Luo et al. (2004)); and for those that do report per-
formance ... them, (1) we do not perform the full MD task,
as our goal is to investigate the role of SC knowl-
edge in coreference resolution; and (2) we do not
use the ACE training data for acq...
Báo cáo khoa học: "Semantic Information Preprocessing for Natural Language Interfaces to Databases" docx
...
predicates). Output is a logical formula, consist-
ing of predicates meaningful to the database engine
(database predicates). AET provides a formalism
for describing how a formula consisting of lexical ... equivalences is a conjunction of atomic
formulas rather than arbitrary formula.
We demand that an RLDT be nonrecursive. In-
formally RLDT nonrecursivness means that for any
set o...
Báo cáo khoa học: "Grammatical Role Labeling with Integer Linear Programming" pot
... With grammatical role labeling, for
example, there is no way to explicitly express
global constraints that, say, the verb “to give” must
have 3 arguments of a particular grammatical role.
Among the ... comprising
all subcategorized roles of the verb but not nec-
essarily forming a valid subcategorization frame
of that verb at all. For example, the verb “to be-
lieve” subcategorizes...