Báo cáo khoa học: "Combining Multiple, Large-Scale Resources in a Reusable Lexicon for Natural Language Generation" pptx
Báo cáo khoa học: "Combining Multiple, Large-Scale Resources in a Reusable Lexicon for Natural Language Generation" pptx
... accuracy; corpus
analysis based information is also linked with
information from static resources. By these
measures, we are able to acquire an accurate,
reusable, rich, and large-scale lexicon ... manually formatted the alternate pat-
terns in each alternation in COMLEX format.
608
The reason to choose manual formatting rather
than automating the process is to guarantee
the...
Tài liệu Báo cáo khoa học: "Combining Lexical Semantic Resources with Question & Answer Archives for Translation-Based Answer Finding" doc
... training data
are comparatively smaller than WAQ and WAQA,
they however yield comparable results. The linear
combination of datasets (WAQ+WAQA+LSR
Lin
)
yields statistically significant performance ... the availability of suitable training data
for the translation probabilities. Berger and Laf-
ferty (1999) initially built synthetic training data
consisting of queries automatically generated...
Báo cáo khoa học: "Applying Explanation-based Learning to Control and Speeding-up Natural Language Generation" potx
...
cialize a given source grammar to a specific domain.
In that case, EBL is used as a method for adapting a
general grammar and/or parser to the sub -language
defined by a suitable training ... of
paraphrases.
In this paper, we present a novel method for the
automatic extraction of subgrammars for the control
and speeding-up of natural language generation. Its...
Báo cáo khoa học: "Comparison of Alignment Templates and Maximum Entropy Models for Natural Language Understanding" docx
... all
possible target sentences:
argmax {
Pr (ej
e
i
fi'
)
(1)
The objective of natural language understanding
(NLU) is to extract all the information from a nat-
ural language based input which are ... the same training proce-
dure as for the automatic translation of natural lan-
guages. When rewriting the translation probabil-
ity
Pr(fi
J
4)
by introducing a 'hid...
Báo cáo khoa học: "Combining Multiple Resources to Improve SMT-based Paraphrasing Model∗" pdf
... Introduction
Paraphrases are alternative ways of conveying the
same meaning. Paraphrases are important in many
natural language processing (NLP) applications,
such as machine translation (MT), question an-
swering ... sparseness. Kauchak and Barzilay (2006) used
paraphrases of the reference translations to improve
automatic MT evaluation. In QA, Lin and Pantel
(2001) and Ravichandran...
Báo cáo khoa học: "Combining Multiple Knowledge Sources for Dialogue Segmentation in Multimedia Archives" ppt
... story and paragraph breaks)
in conversational speech, dialogue segmentation
is useful in many spoken language understanding
tasks, including anaphora resolution (Grosz and Sid-
ner, 1986), information ... obtained using standard technol-
ogy including HMM based acoustic modeling and
N-gram based language models (Hain et al., 2005).
The average word error rates (WER) are 39.1%. We
also...
Tài liệu Báo cáo khoa học: Diol dehydratase-reactivating factor is a reactivase – evidence for multiple turnovers and subunit swapping with diol dehydratase pdf
... coenzyme analog lacking the ade-
nine ring in the upper axial ligand; a model of damaged
cofactors) for free adeninylpentylcobalamin (AdePeCbl)
(an inactive coenzyme analog containing the adenine
ring ... glycerol
dehydratase-reactivating factor reactivates the inacti-
vated hologlycerol dehydratase in a similar manner.
Both dehydratase-reactivating factors exist as a
2
b
2
hetero...
Tài liệu Báo cáo khoa học: "Mixing Multiple Translation Models in Statistical Machine Translation" docx
... evaluate various
methods for combining translation tables.
2 Baselines
The natural baseline for model adaption is to con-
catenate the IN and OUT data into a single paral-
lel corpus and train ... Translation
Majid Razmara
1
George Foster
2
Baskaran Sankaran
1
Anoop Sarkar
1
1
Simon Fraser University, 8888 University Dr., Burnaby, BC, Canada
{razmara,baskaran,anoop}@sfu.ca
2
Nationa...
Tài liệu Báo cáo khoa học: "Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification" doc
... technique of Pan et al. (2010). Both the LSA
and FALSA techniques are based on latent semantic
analysis (Pan et al., 2010). For the Within-Domain
baseline, we train a binary classifier using the la-
beled ... mutual information between a feature (uni-
gram or bigram) and a domain label. After selecting
salient features, the SCL algorithm is used to train a
binary classifier. SFA is th...
Báo cáo khoa học: "Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation" doc
... permuted), and trained a
SVM preference ranking model with discourse role
S
1
Japan normally depends heavily on the High-
land Valley and Cananea mines as well as the
Bougainville mine in Papua New Guinea.
S
2
Recently, ... the update task. The results are much better
on Spearman and Kendall. This is because LIN is
trained with a ranking model, and both Spearman
and Kendall are ranking-...
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