Báo cáo khoa học: "Bilingual Terminology Mining – Using Brain, not brawn comparable corpora" ppt
Báo cáo khoa học: "Bilingual Terminology Mining – Using Brain, not brawn comparable corpora" ppt
... Computational Linguistics, pages 66 4–6 71,
Prague, Czech Republic, June 2007.
c
2007 Association for Computational Linguistics
Bilingual Terminology Mining – Using Brain, not brawn comparable
corpora
E. Morin, ... Japan
kyo@p.u-tokyo.ac.jp
Abstract
Current research in text mining favours the
quantity of texts over their quality. But for
bilingual terminology mining,...
Tài liệu Báo cáo khoa học: "Bilingual Terminology Acquisition from Comparable Corpora and Phrasal Translation to Cross-Language Information Retrieval" pptx
... for Japanese-English language pair,
especially if involving the comparable corpora.
Re-scoring through the Comparable Corpora
Comparable corpora could be considered for the
disambiguation of ... non-aligned comparable cor-
pora, phrasal translation as well as evalua-
tions on Cross-Language Information Re-
trieval. A two-stages translation model
is proposed for the acquisition of bili...
Báo cáo khoa học: "Word Sense Disambiguation using lexical cohesion in the context" ppt
... 2006 Main Conference Poster Sessions, pages 92 9–9 36,
Sydney, July 2006.
c
2006 Association for Computational Linguistics
Word Sense Disambiguation using lexical cohesion in the context
Dongqiang ... cross-
connecting words from different domains or POS
tags.
It should be noted that WordNet 2.0 makes
some efforts to interrelate nouns and verbs using
their derived lexical forms, p...
Báo cáo khoa học: "Word Sense Disambiguation using Optimised Combinations of Knowledge Sources" ppt
... so our performance cannot be eas-
ily compared with theirs. Mahesh et. al. claim high
levels of sense tagging accuracy (about 89%), but our
results are not directly comparable since its authors ... novelty, not just one of the difficulty of
discrimination. If that is the case, it tends to under-
mine the standard mark-up-model-and-test method-
ology of most recent NLP, since it wi...
Báo cáo khoa học: "Cohesion and Collocation: Using Context Vectors in Text Segmentation" pptx
... words not in the training corpus (per-
sonal names, rare terminology etc.) that ties text
together. Such cases pose no challenge to the string-
based system, but the
VecTile
system cannot ... The best solution might be a hybrid system
with a backup procedure for unknown words.
Another point to note is how well the much sim-
pler TextTile system compares. Indeed, a close look
at ....
Báo cáo khoa học: " Named Entity Recognition using an HMM-based Chunk Tagger" pptx
... IdentiFinder, which models the original
process that generates the NE-class annotated
words from the original NE tags. Another
difference is that our model assumes mutual
information independence ...
1−i
t and
i
t (Column:
1−i
BC in
1−i
t ; Row:
i
BC in
i
t )
3 Determining Word Feature
As stated above, token is denoted as ordered pairs of
word-feature and word itself:
>=<...
Báo cáo khoa học: "Parsing the WSJ using CCG and Log-Linear Models" pptx
... Hockenmaier does not use
a supertagger, but does use a beam search.
Parsing the 2,401 sentences in section 23 takes
1.6 minutes using the normal-form model, and 10.5
minutes using the dependency ... derivations is not possible (at least for
wide-coverage automatically extracted grammars).
Clark and Curran (2003) show how the sum over
the complete derivation space can be performed ef-...
Báo cáo khoa học: "Creating a Multilingual Collocation Dictionary from Large Text Corpora" ppt
... multi-word expressions is widely recognized in
the domains of translation and terminology. These
expressions can usually not be translated literally,
and one must find adequate correspondences in ... identified by the extraction system. Oth-
erwise, if the two terms do not belong to the same
chunk, it will be missed. We did not assess yet the
number of missed cooccurrences, but we esti...
Báo cáo khoa học: "Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge" doc
... Natural
Language Processing, pages 88 0–8 89.
Emmanuel Morin, B
´
eatrice Daille, Koichi Takeuchi,
and Kyo Kageura. 2007. Bilingual terminology
mining - using brain, not brawn comparable cor-
pora. In Proceedings ... International Conference
on Computational Linguistics, pages 1–7 .
Mona T. Diab and Steve Finch. 2000. A statis-
tical translation model using comparable co...
Báo cáo khoa học: "Learning Translations of Named-Entity Phrases from Parallel Corpora" ppt
... target
language corpus may be annotated as constituting
lexical compounds, which may or may not include
the translations of the source language phrases of
interest. Otherwise there is no annotation of the
target ... score than another candidate
translation that does include that particular target
language word. While this is not actually a gener-
ative model, the probabilities being combi...
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