Báo cáo khoa học: "Collocation Translation Acquisition Using Monolingual Corpora" pdf
Báo cáo khoa học: "Collocation Translation Acquisition Using Monolingual Corpora" pdf
... new translation
model based on dependency triples is proposed.
The translation probabilities are estimated from
two monolingual corpora using the EM algorithm
with the help of a bilingual translation ... language model estimated using
Equation (4) and the translation probabilities
estimated using EM algorithm, we can compute the
best triple translation for a given Chi...
Tài liệu Báo cáo khoa học: "Bilingual Terminology Acquisition from Comparable Corpora and Phrasal Translation to Cross-Language Information Retrieval" pptx
... English
Translation Candidates
Disambiguation
Phrasal Translation Candidates
Bilingual Terminology Acquisition
(Two-stages Comparable Corpora-based Model)
Linguistic-
based Pruning
Phrasal Translation ... proposed
translation model in CLIR consisting of three main
parts as follows:
- Bilingual terminology acquisition from
bi-directional comparable corpora, completed
through a two...
Tài liệu Báo cáo khoa học: " Word Translation Disambiguation Using Bilingual Bootstrapping" doc
... Bootstrapping
3.1 Overview
Instead of using Monolingual Bootstrapping, we
propose a new method for word translation
disambiguation using Bilingual Bootstrapping.
In translation from English to Chinese, ...
sense (translation) disambiguation that is based
on a bootstrapping technique, which we refer to
here as Monolingual Bootstrapping (MB)’.
In this paper, we propose a n...
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...
Báo cáo khoa học: " Translating Named Entities Using Monolingual and Bilingual Resources" ppt
... of transla-
tion candidates using bilingual and monolingual re-
sources, which we describe in the Section 3. Then,
the list of candidates is re-scored using different
monolingual clues (Section ... where the translation could
not be verified, the original translation provided by
the human translator was considered the “correct“
translation. The Arabic phrases and their correct
tra...
Tài liệu Báo cáo khoa học: "Finding Parts in Very Large Corpora" pdf
... Casting our nets wider, the work most sim-
ilar to what we present here is that by Hearst [2] on
acquisition of hyponyms ("isa" relations). In that pa-
per Hearst (a) finds lexical correlates ... ever-
growing literature on the use of statistical/corpus-
based techniques in the automatic acquisition of
lexical-semantic knowledge ([3-8]). We take it as ax-
iomatic that such...
Báo cáo khoa học: "System for Querying Syntactically Annotated Corpora" pdf
... a command-line client
interface, and two substitutable query en-
gines: a very efficient engine using a re-
lational database (suitable for large static
data), and a slower, but paralel-computing
enabled, ... data format and already of-
fers all kinds of tools for work with treebanks in
several formats using on-the-fly transformation to
PML (for XML input via XSLT).
The whole framework is c...
Báo cáo khoa học: "Learning Bilingual Lexicons from Monolingual Corpora" pot
... bilingual
translation lexicons from monolingual cor-
pora. Word types in each language are charac-
terized by purely monolingual features, such
as context counts and orthographic substrings.
Translations ... scarce for a lan-
guage pair even if monolingual data is readily avail-
able for both languages.
In this paper, we consider the problem of learning
translations from monolingual...
Tài liệu Báo cáo khoa học: "Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora" ppt
... full-abbreviation) from monolingual cor-
pora, and then induce translation entries for the ab-
breviation by using its full-form phrase as a bridge.
426
Category Full-form Abbreviation Translation
Reduction ... entities from
English monolingual corpora;
• Step-2: translate the list into Chinese using a
baseline translation system;
• Step-3: extract full-abbreviation relations fr...
Tài liệu Báo cáo khoa học: "Machine Translation Using Probabilistic Synchronous Dependency Insertion Grammars" pptx
...
as a parallel ET pair and 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. ... two languages using tree-based
transduction rules or a synchronous grammar, pos-
sibly probabilistic, and using multi-lemma elemen-
tary structures as atomic units. The machine
translati...