towards open domain semantic role labeling
Tài liệu Báo cáo khoa học: "Improving Chinese Semantic Role Labeling with Rich Syntactic Features" ppt
Ngày tải lên :
20/02/2014, 04:20
... Proceedings.
Weiwei Sun. 2010. Semantics-driven shallow
parsing for Chinese semantic role labeling. In
Proceedings of the ACL 2010.
Weiwei Sun and Zhifang Sui. 2009. Chinese func-
tion tag labeling. In Proceedings ... se-
mantic role labeling. In Proceedings of the
22nd International Conference on Computa-
tional Linguistics.
Weiwei Sun, Zhifang Sui, Meng Wang, and Xin
Wang. 2009. Chinese semantic role labeling
with ... Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Improving Chinese Semantic Role Labeling with Rich Syntactic Features
Weiwei Sun
∗
Department of Computational Linguistics,...
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Tài liệu Báo cáo khoa học: "A Hybrid Convolution Tree Kernel for Semantic Role Labeling" pptx
Ngày tải lên :
20/02/2014, 12:20
... shared task: Semantic role
labeling. In Proceedings of CoNLL-2004, pages 89–
97.
Xavier Carreras and Llu
´
ıs M
`
arquez. 2005. Introduc-
tion to the CoNLL-2005 shared task: Semantic role
labeling. ... the constituents in the
sentence which fill a semantic role (argument) of
the verb have to be recognized.
Figure 1 shows an example of a semantic role
labeling annotation in PropBank (Palmer et ... vector learning for semantic
argument classification. Machine Learning Journal.
Sameer Pradhan, Wayne Ward, Kadri Hacioglu, James
Martin, and Daniel Jurafsky. 2005b. Semantic role
labeling using different...
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Báo cáo khoa học: "Adapting Self-training for Semantic Role Labeling" pdf
Ngày tải lên :
07/03/2014, 22:20
... and Jurafsky, D. 2002. Automatic labeling
of semantic roles. CL, 28(3):245-288.
He, S. and Gildea, H. 2006. Self-training and Co-
training for Semantic Role Labeling: Primary Re-
port. TR 891, ... for Semantic Role Labeling
Rasoul Samad Zadeh Kaljahi
FCSIT, University of Malaya
50406, Kuala Lumpur, Malaysia.
rsk7945@perdana.um.edu.my
Abstract
Supervised semantic role labeling ... to semantic role labeling affirm
the increasing attention to this field.
One important supportive factor of studying
supervised statistical SRL has been the existence
of hand-annotated semantic...
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Báo cáo khoa học: "Semantic Role Labeling via FrameNet, VerbNet and PropBank" potx
Ngày tải lên :
08/03/2014, 02:21
... Automatic semantic role labeling on
FrameNet
In the experiments involving semantic role label-
ing, we used SVMs with polynomial kernels. We
adopted the standard features developed for se-
mantic role ... Annotating PB with FN semantic roles
To show that our approach can be suitable for
semantic role free-text annotation, we have au-
tomatically classified PB sentences
3
with the FN
semantic- role classifiers. ... par-
ticipant roles. Thus, a first test of compatibility
between a frame and a Levin class is that they
share the same participant roles. As FN is anno-
tated with frame-specific semantic roles, we...
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Báo cáo khoa học: "Semantic Role Labeling Using Different Syntactic Views∗" pdf
Ngày tải lên :
08/03/2014, 04:22
... Juraf-
sky. 2004. Semantic role labeling by tagging syntactic chunks. In Proceed-
ings of CoNLL-2004, Shared Task – Semantic Role Labeling.
Kadri Hacioglu. 2004a. A lightweight semantic chunking ... 94305
jurafsky@stanford.edu
Abstract
Semantic role labeling is the process of
annotating the predicate-argument struc-
ture in text with semantic labels. In this
paper we present a state-of-the-art base-
line semantic role labeling ... Identifying semantic roles using com-
binatory categorial grammar. In Proceedings of the EMNLP, Sapporo, Japan.
Daniel Gildea and Daniel Jurafsky. 2000. Automatic labeling of semantic roles.
In...
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Báo cáo khoa học: "Joint Learning Improves Semantic Role Labeling Kristina Toutanova Dept of Computer Science Stanford " pot
Ngày tải lên :
08/03/2014, 04:22
... Man-
ning. 2003. A generative model for semantic role labeling.
In Proceedings of ECML-2003.
Nianwen Xue and Martha Palmer. 2004. Calibrating features
for semantic role labeling. In Proceedings of EMNLP-2004.
596
S
1
NP
1
-ARG1
Final-hour ... po-
tential applications of role labeling may require cor-
rect labeling of all (or at least the core) arguments
in a sentence in order to be effective, and partially
correct labelings may not be very ... vec-
tor learning for semantic argument classification. Machine
Learning Journal.
Vasin Punyakanok, Dan Roth, Wen tau Yih, Dav Zimak, and
Yuancheng Tu. 2004. Semantic role labeling via generalized
inference...
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Báo cáo khoa học: "Semantic Role Labeling for Coreference Resolution" pot
Ngày tải lên :
08/03/2014, 21:20
... pronoun and number. Similarly
to Table 5, the semantic role of the anaphor ranks
higher than the one of the antecedent. This re-
145
Semantic Role Labeling for Coreference Resolution
Simone Paolo ... alia).
Similarly, many researchers have explored 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 ... 65.5 60.4
duplicated
baseline
64.9 65.6 65.3 55.1 68.5 61.1
Table 2: Results on MUC
J
SEMROLE the semantic role argument-
predicate pairs of RE
j
.
For the ACE 2003 data, 11,406 of 32,502 auto-
matically...
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Báo cáo khoa học: "The Role of Lexico-Semantic Feedback in Open-Domain Textual Question-Answering" ppt
Ngày tải lên :
08/03/2014, 05:20
... techniques are not practical
solutions for open- domain textual Q&A because
IE systems are based on domain- specific knowl-
edge, their contribution to current open- domain
Q&A methods is significant. ... fragments of lava have all the prop-
erties of lava, the following question semantic
The Role of Lexico -Semantic Feedback in Open- Domain Textual
Question-Answering
Sanda Harabagiu, Dan Moldovan
Marius ... and semantic al-
ternations of terms is described in (Ferret et al.,
2000). To our knowledge, none of the cur-
rent open- domain Q&A systems use any feed-
back loops to generate lexico-semantic...
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Tài liệu Open Domain Event Extraction from Twitter docx
Ngày tải lên :
19/02/2014, 18:20
... first to study open domain event ex-
traction within Twitter, there are two key related strands of
research: extracting specific types of events from Twitter,
and extracting open- domain events ... tagger and part of
speech tagger trained on in -domain Twitter data presented
in previous work [46]. We also develop an event tagger
trained on in -domain annotated data as described in §4.
3. NAMED ... corpus of
events while simultaneously refining annotation standards.
We propose an approach to open- domain event catego-
rization based on latent variable models that uncovers an
appropriate set...
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Tài liệu Báo cáo khoa học: "Unsupervised Semantic Role Induction with Global Role Ordering" doc
Ngày tải lên :
19/02/2014, 19:20
... generative model
for unsupervised semantic role induction,
which integrates local role assignment deci-
sions and a global role ordering decision in a
unified model. The role sequence is divided
into ... Introduction
Unsupervised semantic role induction has gained
significant interest recently (Lang and Lapata,
2011b) due to limited amounts of annotated corpora.
A Semantic Role Labeling (SRL) system ... syntactic and semantic features could provide
clues to the semantic role label of a constituent, non-
local features such as predicate voice could provide
information about the expected semantic role...
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