Báo cáo khoa học: "Utilizing Dependency Language Models for Graph-based Dependency Parsing Models" pptx
Tài liệu Báo cáo khoa học: "Discriminative Syntactic Language Modeling for Speech Recognition" pdf
... top-
down and left-corner parsing (Roark, 2001a; Roark,
2001b) and head-driven parsing (Charniak, 2001)
approaches have directly used generative PCFG
models as language models. In the work of Wen
Wang ... Previous Work
Techniques for exploiting stochastic context-free
grammars for language modeling have been ex-
plored for more than a decade. Early approaches
included algorit...
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...
Báo cáo khoa học: "Mining Association Language Patterns for Negative Life Event Classification" doc
...
(e.g., forum posts) contain large amounts of natu-
ral language expressions related to negative life
events, making them useful resources for build-
ing more effective psychiatric services. For ... AFNLP
Mining Association Language Patterns for
Negative Life Event Classification
Liang-Chih Yu
1
, Chien-Lung Chan
1
, Chung-Hsien Wu
2
and Chao-Cheng Lin
3
1
Department of Inf...
Báo cáo khoa học: "Joint and conditional estimation of tagging and parsing models∗" docx
... cases,
the joint models outperformed the conditional
models by quite large amounts. This suggests
that it may be worthwhile investigating meth-
ods for maximum (joint) likelihood estimation
for model ... binarization trans-
formation depicted in Figure 3 loses informa-
tion about pairs of non-head constituents in the
same local tree (Johnson (1998) reports similiar
performance degrada...
Báo cáo khoa học: "Subjective Natural Language Problems: Motivations, Applications, Characterizations, and Implications" pptx
... directly re-
late to advances in artificial natural language be-
havior, improved intelligent access to information,
and more agreeable and comfortable language- based
human-computer interaction. As ... on
sociolinguistic information in datasets can be
useful properties for many problems, assuming
that it is feasible and ethical for a given context.
• Analysis of ethical risks and gains...
Báo cáo khoa học: "Revisiting Pivot Language Approach for Machine Translation" doc
... introduces a third language,
named the pivot language, for which there exist
large source-pivot and pivot-target bilingual cor-
pora. A pivot task was also designed for spoken
language translation ... quality. Unfortunately, large quantities of
parallel data are not readily available for some lan-
guages pairs, therefore limiting the potential use
of current SMT systems. In particu...
Báo cáo khoa học: "Hierarchical Bayesian Language Modelling for the Linguistically Informed" pptx
... hierarchi-
cal Pitman-Yor language models (HPYLM) (Teh,
2006; Goldwater et al., 2006) are suitable for
investigations into more linguistically-informed
n-gram language models. Firstly, the flexibility
to ... 2012.
c
2012 Association for Computational Linguistics
Hierarchical Bayesian Language Modelling
for the Linguistically Informed
Jan A. Botha
Department of Computer Science...
Tài liệu Báo cáo khoa học: "Empirically Estimating Order Constraints for Content Planning in Generation" pptx
... pattern
discovery is more appropriate for our task because
it allows for matching across patterns with permu-
tations, for representation of wild cards and for
use on smaller data sets.
Similar ... decade
(see (Hudak and McClure, 1999) for a recent sur-
vey). Combinatorial pattern discovery, one tech-
nique developed for this problem, promised to
be a good fit for our task becaus...
Báo cáo khoa học: "XML-Based Data Preparation for Robust Deep Parsing" pptx
... POS
tag information with the existing ANLT lexical re-
sources. Our view is that POS tag information for
content words (nouns, verbs, adjectives, adverbs)
is usually reliable and informative, ... tag infor-
mation with lexical entries preserves all informa-
tion in the lexical entries, including inflectional
and subcategorisation information. The preserva-
tion of subcategorisation informati...
Báo cáo khoa học: "Using Bilingual Parallel Corpora for Cross-Lingual Textual Entailment" pptx
... both lexical relations between single words, and
contextual information useful for inference. As re-
gards the algorithms, statistical models based on co-
occurrence observations, similar to those ... con-
dition to bridge the language gap. However, with
the only exceptions represented by WordNet and
Wikipedia, most of the aforementioned resources
are available only for English. Multi...