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...

Ngày tải lên: 31/03/2014, 03:20

... 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...

Ngày tải lên: 20/02/2014, 16:20

... 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...

Ngày tải lên: 20/02/2014, 21:20

... 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...

Ngày tải lên: 20/02/2014, 21:20

... 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...

Ngày tải lên: 08/03/2014, 07:20

... 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...

Ngày tải lên: 20/02/2014, 19:20

... 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...

Ngày tải lên: 17/03/2014, 02:20

... 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...

Ngày tải lên: 31/03/2014, 00:20

... 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...

Ngày tải lên: 20/02/2014, 09:20

... 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...

Ngày tải lên: 20/02/2014, 15:20