Tài liệu Báo cáo khoa học: "Discriminative Syntactic Language Modeling for Speech Recognition" pdf
Tài liệu Báo cáo khoa học: "Discriminative Syntactic Language Modeling for Speech Recognition" pdf
... pages 507–514,
Ann Arbor, June 2005.
c
2005 Association for Computational Linguistics
Discriminative Syntactic Language Modeling for Speech Recognition
Michael Collins
MIT CSAIL
mcollins@csail.mit.edu
Brian ... advocated in Rosenfeld et
al. (2001), which used Maximum Entropy modeling
to allow for the use of shallow syntactic features for
language modeling.
A second co...
Tài liệu Báo cáo khoa học: "Incremental Syntactic Language Models for Phrase-based Translation" pptx
... Jelinek. 2000. Structured
language modeling. Computer Speech and Language,
14(4):283–332.
Stanley F. Chen and Joshua Goodman. 1998. An empir-
ical study of smoothing techniques for language mod-
eling. ... and Murat Saraclar.
2005. Discriminative syntactic language modeling for
speech recognition. In Proceedings of the 43rd Annual
Meeting of the Association for Computat...
Tài liệu Báo cáo khoa học: "Exploring Syntactic Structural Features for Sub-Tree Alignment using Bilingual Tree Kernels" docx
... Association for Computational Linguistics, pages 306–315,
Uppsala, Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Exploring Syntactic Structural Features for Sub-Tree ... experiment is shown in
Table 1. We use 5000 sentences for experiment
and divide them into three parts, with 3k for train-
ing, 1k for testing and 1k for tuning the parameters
o...
Tài liệu Báo cáo khoa học: "Temporal Restricted Boltzmann Machines for Dependency Parsing" pdf
... NLP community. Previous work includes RBMs
for topic modeling in text documents (Salakhutdinov
and Hinton, 2009), and Temporal Factored RBM for
language modeling (Mnih and Hinton, 2007).
3.2 Proposed ... LAS and UAS for different models.
on adding the features (row b) shows that the feed
forward inference procedure for ISBNs relies heav-
ily on these feature connections to compe...
Tài liệu Báo cáo khoa học: "Quadratic-Time Dependency Parsing for Machine Translation" pdf
... Parsing for Machine Translation
Michel Galley
Computer Science Department
Stanford University
Stanford, CA 94305-9020
mgalley@cs.stanford.edu
Christopher D. Manning
Computer Science Department
Stanford ... de-
coding (and thus lessening the need for syntactic
decoding) by rearranging input words in the train-
ing data to match the syntactic structure of the
target language. Finally,...
Tài liệu Báo cáo khoa học: "Multi-Task Active Learning for Linguistic Annotations" pdf
... performed
about the same as random selection for the NE task,
while for the parsing task extrinsic selection per-
formed markedly worse. This shows that examples
that were very informative for ... were
not that informative for the parse learner.
2.3 Protocols for Multi-Task AL
Obviously, we can expect one-sided selection to per-
form better for the reference learner (the one for...
Tài liệu Báo cáo khoa học: "Outilex, a Linguistic Platform for Text Processing" pdf
... seg-
mentation, morphosyntactic tagging, parsing with
grammars and language resource management.
All Language Resources are structured in XML
formats, as well as binary formats more adequate
to ... cov-
erage for French and English, originating from the
former LADL
1
, will be distributed with the plat-
form under LGPL-LR
2
license.
The platform aims to be a generalist base for di-
ve...
Tài liệu Báo cáo khoa học: "A Phonotactic Language Model for Spoken Language Identification" pptx
... June 2005.
c
2005 Association for Computational Linguistics
A Phonotactic Language Model for Spoken Language Identification
Haizhou Li and Bin Ma
Institute for Infocomm Research
Singapore ...
the 1996 NIST Language Recognition
Evaluation database.
1 Introduction
Spoken language and written language are similar
in many ways. Therefore, much of the research in
spoken...
Tài liệu Báo cáo khoa học: "Charting the Depths of Robust Speech Parsing" pdf
...
speaker is mapped by a speech recognizer
onto a written form; this mapping is rarely
completely correct.
This introduces two levels of uncertainty into
the processing of speech, which make the ... associated with a speech
act of its own. This distinction is dealt with
in the grammars by specifying special types
for these complete utterances, phrases, and
lexical items.
3. For...
Tài liệu Báo cáo khoa học: "Learning Syntactic Verb Frames Using Graphical Models" doc
... distributions
(Neal, 1993). The potential for joint inference of
complementary information, such as syntactic verb
and semantic argument classes, has a clear and in-
terpretable way forward, in contrast to the ... re-
garding the exact definition of GR, and for example
could use the Stanford inventory (De Marneffe et al.,
2006) or even an entirely different lexico -syntactic
formalism l...
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