automatic semantic role labeling for chinese verbs
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 Ponzetto ... 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 paper ... based coref-
erence resolution system with a feature
capturing automatically generated infor-
mation about semantic roles improves its
performance.
1 Introduction
The last years have seen a boost...
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Tài liệu Báo cáo khoa học: "Improving Chinese Semantic Role Labeling with Rich Syntactic Features" ppt
Ngày tải lên :
20/02/2014, 04:20
... parsing of Chinese. In Daniel Marcu
Susan Dumais and Salim Roukos, editors, HLT-
NAACL 2004: Main Proceedings.
Weiwei Sun. 2010. Semantics-driven shallow
parsing for Chinese semantic role labeling. ... preliminary linguistic explanations for
the phenomena.
2 Chinese SRL
The Chinese PropBank (CPB) is a semantic anno-
tation for the syntactic trees of the Chinese Tree-
Bank (CTB). The arguments ... projection for 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...
5
364
0
Tài liệu Báo cáo khoa học: "A Hybrid Convolution Tree Kernel for Semantic Role Labeling" pptx
Ngày tải lên :
20/02/2014, 12:20
... Association for Computational Linguistics
A Hybrid Convolution Tree Kernel for Semantic Role Labeling
Wanxiang Che
Harbin Inst. of Tech.
Harbin, China, 150001
car@ir.hit.edu.cn
Min Zhang
Inst. for Infocomm ... 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. ... 2005b. Semantic role
labeling using different syntactic views. In Proceed-
ings of ACL-2005, pages 581–588.
Vasin Punyakanok, Dan Roth, Wen-tau Yih, and Dav
Zimak. 2004. Semantic role labeling...
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Báo cáo khoa học: "Adapting Self-training for Semantic Role Labeling" pdf
Ngày tải lên :
07/03/2014, 22:20
...
Gildea, D. 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. ... application of self-training
in learning semantic role labeling with the use of
unlabeled data. We used a balancing method for
selecting newly labeled examples for augmenting
the training set in ... Investigation of
Weakly Supervised Learning for Semantic Role
Labeling. In Proceedings of the Sixth international
Conference on Advanced Language Processing
and Web information Technology (ALPIT 2007),...
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318
0
Báo cáo khoa học: "Unsupervised Argument Identification for Semantic Role Labeling" potx
Ngày tải lên :
17/03/2014, 01:20
... and Martha Palmer, 2004. Calibrating
Features for Semantic Role Labeling. EMNLP ’04.
Nianwen Xue, 2008. Labeling Chinese Predicates
with Semantic Roles. Computational Linguistics,
34(2):225–255.
36
... Stevenson, 2004. Unsu-
pervised Semantic Role Labeling. EMNLP ’04.
Robert S. Swier and Suzanne Stevenson, 2005. Ex-
ploiting a Verb Lexicon in Automatic Semantic Role
Labelling. EMNLP ’05.
Erik ... Intro-
duction to the CoNLL–2004 Shared Task: Semantic
Role Labeling. CoNLL ’04.
35
to identify multi-word verbs, and therefore do not
report the model’s performance in identifying verb
boundaries.
Since...
9
413
0
Tài liệu Báo cáo khoa học: "A FrameNet-based Semantic Role Labeler for Swedish" pdf
Ngày tải lên :
20/02/2014, 12:20
... and 0.47 for the
complete task.
1 Introduction
Semantic role labeling (SRL), the process of auto-
matically identifying arguments of a predicate in
a sentence and assigning them semantic roles, ... Sweden
{richard, pierre}@cs.lth.se
Abstract
We present a FrameNet-based semantic
role labeling system for Swedish text. As
training data for the system, we used an
annotated corpus that we produced by
transferring ... parsers for English. In ad-
dition, the methods do not implicitly rely on the
common assumption that every FE has a counter-
part in a parse tree. Recent work in semantic role
labeling, see for example...
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Báo cáo khoa học: "Automatic Selectional Preference Acquisition for Latin verbs" doc
Ngày tải lên :
07/03/2014, 22:20
... features and formulae to our case.
Alishahi uses a semantically annotated English
corpus, so she defines the verb’s semantic prim-
itives, the arguments’ participant roles and their
semantic categories; ... were 22 for
the mean, 25 for the median and 19 for the third
quartile.
4
For all three measures a binomial test
found the success rate to be statistically significant
at the 5% level. For example, ... to form the semantic properties for n:
consequently, each sense contributes to the seman-
tic description of n in relation to the number of
hypernyms it carries, rather than to its observed
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
... Calibrating
features for semantic role labeling. In Proceedings
of EMNLP 2004, Barcelona, Spain. Association for
Computational Linguistics.
936
5.2 Automatic VerbNet class vs. automatic
FrameNet ... 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. ... conclu-
sions.
2 Automatic Semantic Role Labeling
One of the goals of the FN project is to design a
linguistic ontology that can be used for the auto-
matic processing of semantic information. The...
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Báo cáo khoa học: "Semantic Role Labeling Using Different Syntactic Views∗" pdf
Ngày tải lên :
08/03/2014, 04:22
... Jurafsky. 2000. Automatic labeling of semantic roles.
In Proceedings of ACL, pages 512–520, Hong Kong, October.
Daniel Gildea and Daniel Jurafsky. 2002. Automatic labeling of semantic roles.
Computational ... 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 ... Linguistics,
Stanford University,
Stanford, CA 94305
jurafsky@stanford.edu
Abstract
Semantic role labeling is the process of
annotating the predicate-argument struc-
ture in text with semantic labels....
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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
... Improves Semantic Role Labeling
Kristina Toutanova
Dept of Computer Science
Stanford University
Stanford, CA, 94305
kristina@cs.stanford.edu
Aria Haghighi
Dept of Computer Science
Stanford University
Stanford, ... we are
able to use information about other argument nodes
when labeling a node.
Final Pipeline
Here we describe the application in testing of a
joint model for semantic role labeling, using a local
model ... predicate-argument structures for in-
formation extraction. In Proceedings of ACL-2003.
Cynthia A. Thompson, Roger Levy, and Christopher D. Man-
ning. 2003. A generative model for semantic role labeling.
In Proceedings...
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Báo cáo khoa học: "Semi-Supervised Semantic Role Labeling" potx
Ngày tải lên :
08/03/2014, 21:20
... method for reducing
the annotation effort involved in creating resources
for semantic role labeling. Our strategy is to ex-
pand a manually annotated corpus by projecting
semantic role information ... sen-
tence we wish to annotate.
Semantic role labeler We evaluated our method
on a semantic role labeling task. Specifically, we
compared the performance of a generic seman-
tic role labeler trained on ... an unsuper-
vised method for labeling the arguments of verbs
with their semantic roles. Given a verb instance,
their method first selects a frame from VerbNet, a
semantic role resource akin to FrameNet...
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512
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Báo cáo khoa học: "Brutus: A Semantic Role Labeling System Incorporating CCG, CFG, and Dependency Features" pot
Ngày tải lên :
17/03/2014, 01:20
... strategies for semantic role la-
beling. Journal of Artificial Intelligence Research,
29:105–151.
K. Toutanova, A. Haghighi, and C.D. Manning. 2008.
A global joint model for semantic role labeling.
Computational ... tasks.
1 Introduction
Semantic Role Labeling (SRL) is the process of assign-
ing semantic roles to strings of words in a sentence ac-
cording to their relationship to the semantic predicates
expressed ... 88.29% 86.39% 87.33%
Headword (automatic) 82.36% 75.97% 79.04%
Boundary (automatic) 76.33% 70.59% 73.35%
Table 3: Accuracy of the system for labeling semantic
roles on both constituent boundaries...
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Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
Ngày tải lên :
20/02/2014, 04:20
... without substitution. In this pa-
per, we call a tuple of semantic frame and semantic
role a semantic signature. Two phrase pairs with the
same semantic signature are considered valid substi-
tutions ... can be unaligned only if they
are inside the semantic role constituent.
Utilizing these rules, we can perform the sentence
generation process. For each semantic structure of
each sentence,
2
we ... improvement on Chinese- English
machine translation tasks and the performance is
comparable to system trained with larger manually
collected parallel corpus. While our experiments
were performed on Chinese- English,...
5
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Tài liệu Báo cáo khoa học: "Scaling up Automatic Cross-Lingual Semantic Role Annotation" docx
Ngày tải lên :
20/02/2014, 04:20
... data of 88% F-measure for in-
dividual semantic roles, and 69% F-measure for
whole scenario-like semantic frames. Recently, Wu
and Fung (2009a; 2009b) also show that semantic
roles help in statistical ... Projection
Models for Role -Semantic Information. Ph.D. thesis,
Saarland University.
M. Palmer, D. Gildea, and P. Kingsbury. 2005. The
Proposition Bank: An annotated corpus of semantic
roles. Computational ... Fung. 2009a. Can semantic role labeling
improve SMT? In Proceedings of the Annual Confer-
ence of European Association of Machine Translation.
D. Wu and P. Fung. 2009b. Semantic roles for SMT:
A hybrid...
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