Báo cáo khoa học: "Forest Reranking: Discriminative Parsing with Non-Local Features∗" docx
Báo cáo khoa học: "Forest Reranking: Discriminative Parsing with Non-Local Features∗" docx
... Ohio, USA, June 2008.
c
2008 Association for Computational Linguistics
Forest Reranking: Discriminative Parsing with Non-Local Features
∗
Liang Huang
University of Pennsylvania
Philadelphia, PA ... 2
6
).
Alternatively, discriminative parsing is tractable
with exact and efficient search based on dynamic
programming (DP) if all features are restricted to be
local, that is, only...
Báo cáo khoa học: "Advances in Discriminative Parsing" potx
... speed of discrimina-
tive parsing. Our discriminative parsing
method has no generative component, yet
surpasses a generative baseline on con-
stituent parsing, and does so with mini-
mal linguistic ... including
POS-tagging, shallow parsing, relation extraction,
and machine translation. Some advances have also
been made on full syntactic constituent parsing.
Successful discriminat...
Tài liệu Báo cáo khoa học: "Accurate Context-Free Parsing with Combinatory Categorial Grammar" pptx
... statistical parsing with CCG and Log-Linear
models. Computational Linguistics, 33(4):493–552.
S. Clark, J. Hockenmaier, and M. Steedman. 2002.
Building deep dependency structures with a wide-
coverage ... Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Accurate Context-Free Parsing with Combinatory Categorial Grammar
Timothy A. D. Fowler and Gerald Penn
De...
Báo cáo khoa học: "Text-level Discourse Parsing with Rich Linguistic Features" pdf
... text-level
discourse parsing is crucial.
Unlike syntactic parsing, where we are almost
never interested in parsing above sentence level,
sentence-level parsing is not sufficient for discourse
parsing. While ... (Section 6), we also analyze the
difficulty with extending traditional sentence-level
discourse parsing to text-level parsing, by compar-
ing discourse parsing performance...
Báo cáo khoa học: "Forest Rescoring: Faster Decoding with Integrated Language Models ∗" doc
... Sharon
1,3
)
(PP
with ⋆ Shalong
1,3
)
1.0 4.0 7.0
(PP
with ⋆ Sharon
1,3
)
(
PP
along ⋆ Sharon
1,3
)
(
PP
with ⋆ Shalong
1,3
)
2.5
2.4
8.3
(PP
with ⋆ Sharon
1,3
)
(PP
along ⋆ Sharon
1,3
)
(PP
with ⋆ Shalong
1,3
)
1.0 ... of the two hypotheses,
respectively, with c being the cost of the phrase-pair.
Similarly, the decoding problem with SCFGs can
also be cast as a deductive (parsin...
Tài liệu Báo cáo khoa học: "Robust Machine Translation Evaluation with Entailment Features∗" pptx
... which
always correlates well with human judgments.
Our paper proposes two strategies. We first ex-
plore the combination of traditional scores into a
more robust ensemble metric with linear regression.
Our ... system level. At the sentence
level, we can correlate predictions in Experiment 1
directly with human judgments with Spearman’s ρ,
299
a non-parametric rank correl ati on coeffici...
Tài liệu Báo cáo khoa học: "Shift-Reduce CCG Parsing" docx
... pseudo-
projectivedependency parsing with support vector ma-
chines. In Proceedings of CoNLL, pages 221–225,
New York, USA.
Slav Petrov and Dan Klein. 2007. Improved infer-
ence for unlexicalized parsing. In ... means that
it is naturally compatible with bottom-up parsing al-
gorithms such as shift-reduce and CKY (Ades and
Steedman, 1982; Steedman, 2000). However, the
parsing work...
Tài liệu Báo cáo khoa học: "Non-Projective Dependency Parsing in Expected Linear Time" pptx
... accuracy,
with especially good results for the labeled
exact match score.
1 Introduction
Syntactic parsing using dependency structures has
become a standard technique in natural language
processing with ... dependency parsing. In Section 3, we first
define a minimal transition system and explain
how it can be used to perform projective depen-
dency parsing in linear time; we then exten...
Tài liệu Báo cáo khoa học: "Quadratic-Time Dependency Parsing for Machine Translation" pdf
... generally come with high com-
putational costs, particularly when chart parsing,
such as CKY, is integrated with language models
of high orders (Wu, 1996). Indeed, synchronous
CFG parsing with m-grams ... that MST
parsing is almost as accurate as cubic-time depen-
dency parsing in the case of English, and that it
is more accurate with free word order languages.
This paper appl...
Tài liệu Báo cáo khoa học: "Fast Unsupervised Incremental Parsing" pdf
... local and parsing is (locally) greedy. As
a result, both learning and parsing are fast. The
parser is incremental, using a new link representa-
tion for syntactic structure. Incremental parsing ... learner
may be used for parsing any utterance U , but as s
increases, parsing accuracy should improve. This
learning process is open-ended: additional training
text can always be added wi...
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