Tài liệu Báo cáo khoa học: "Sentiment Translation through Lexicon Induction" doc
Tài liệu Báo cáo khoa học: "Sentiment Translation through Lexicon Induction" doc
... Linguistics
Sentiment Translation through Lexicon Induction
Christian Scheible
Institute for Natural Language Processing
University of Stuttgart
scheibcn@ims.uni-stuttgart.de
Abstract
The translation of ... lan-
guage.
2 Related Work
The translation of sentiment information has been
the topic of multiple publications.
Mihalcea et al. (2007) propose two methods for
translating sentim...
Tài liệu Báo cáo khoa học: "Improving Translation through Contextual Information" doc
... made use of
~equeuces of speech acts as they occur in the dia-
logue, through bigram probabilities of occurrences.
or through modelling in a finite state machine.
(31aier. 1.996: Reithinger ... assignment of speech acts will provide a more
accurate translation into other languages.
To summarize, the two-layered FSM models a con-
versation through transitions of speech acts that...
Tài liệu Báo cáo khoa học: " Machine Translation already does Work" doc
... questions like whether it is a good idea to work on
machine translation in a world where it is demonstrably the
case that machine translation systems exist and are counted
satisfactory by their ... a batch trunslation system will do him any good
at all, and no-one should try to persuade the translation ser-
vice that churns out several hundred invitations to meetings
every day tha...
Tài liệu Báo cáo khoa học: "Crowdsourcing Translation: Professional Quality from Non-Professionals" pptx
... this translation.
• Is-Best percentage: how often the translation
was top-ranked among the four translations.
• Is-Better percentage: how often the translation
was judged as the better translation, ... soliciting multiple translations from different Turkers.
These translations are put through a subsequent editing set, where multiple edited versions are produced. We select
the best t...
Tài liệu Báo cáo khoa học: "Name Translation in Statistical Machine Translation Learning When to Transliterate" pptx
... with respect to a set of
known reference translations according to the
B
LEU translation metric.
4. At run-time, the transliterations then compete
with the translations generated by the gen-
eral ... the NEWA metric (section 2) to both
our SMT translations as well as the four human ref-
erence translations, using both the original named-
entity translation annotation and the re-annotation...
Tài liệu Báo cáo khoa học: "Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora" ppt
... AAMT
language m odel 0.137 0.133
phrase translation 0.066 0.023
lexical translation 0.061 0.078
reverse phrase translation 0.059 0.103
reverse lexical translation 0.112 0.090
phrase penalty -0.150 ... natural ways to integrate the ab-
breviation translation component with the baseline
translation system. This is critical to make the ab-
breviation translation get performance gai...
Tài liệu Báo cáo khoa học: "Sentiment Vector Space Model for Lyric-based Song Sentiment Classification" pdf
... present the notation for
sentiment lexicon as follows.
, ,1},{
, ,1},{
, ,1},{ };,,{
LlmM
JjnN
IicCMNCL
l
j
i
==
==
=
=
=
in which L represents sentiment lexicon, C senti-
ment word set, ... predictions.
6 Conclusions and Future Works
The s-VSM model is presented in this paper as a
document representation model to address the
problems encountered in song sentiment classifica-...
Tài liệu Báo cáo khoa học: "Machine Translation Using Probabilistic Synchronous Dependency Insertion Grammars" pptx
... using the IBM Model 1
(Brown et al., 1993) word to word translation
probability as the ET translation probability.
y Smoothing the ET translation probabilities.
The LM probabilities
P( | Parent( ...
Yarowsky. 1999. Statistical machine translation.
Technical report, CLSP, Johns Hopkins University.
H. Alshawi, S. Bangalore, S. Douglas. 2000. Learning
dependency translation mod...
Tài liệu Báo cáo khoa học: " Word Translation Disambiguation Using Bilingual Bootstrapping" doc
... conducted two experiments on
English-Chinese translation disambiguation.
6.1 Experiment 1: WSD Benchmark Data
We first applied BB, MB-B, and MB-D to
translation of the English words ‘line’ and ... from the HIT dictionary
3
the
Chinese translations of the two English words, as
listed in Table 1. One sense of the words
corresponds to one group of translations.
We then used the ben...
Tài liệu Báo cáo khoa học: "Resolving Translation Mismatches With Information Flow" pdf
... our ap-
proach with examples of translation between En-
glish and Japanese.
1
Introduction
The focus of machine translation (MT) technol-
ogy has been on the translation of sentence struc- ... of translation mis-
matches.
In this paper, we propose a framework based on
Situation Theory (Barwise and Perry 1983). First
we will define the problem of translation mismatches,
th...