[PDF] Top 20 Sampling-based Multilingual Alignment
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Sampling-based Multilingual Alignment
... 3.1 Introducing alingual corpora As stated previously, one of the main advantage of the method is that it can align any number of lan- guages simultaneously. Fig. 1 shows examples in three languages. More languages could ... See full document
5
Comparing Pretrained Multilingual Word Embeddings on an Ontology Alignment Task
... a multilingual environment, those embeddings need to be trained for each language, either separately or as a joint ...different multilingual pretrained word embedding repositories with a string-matching ... See full document
7
Improving Sampling-based Alignment by Investigating the Distribution of N-grams in Phrase Translation Tables
... the sampling-based alignment method is that it is implemented with an anytime algorithm: the number of random subcorpora to be processed is not set in advance, so the alignment process can be ... See full document
10
Enhancing Multilingual Latent Semantic Analysis with Term Alignment Information
... is based on the Singular Value Decompo- sition (SVD) of a term-by-document matrix for identifying relationships among terms and documents from co- occurrence ... See full document
8
Sampling Alignment Structure under a Bayesian Translation Model
... Fixed word alignments are used in virtually ev- ery statistical machine translation system, if not to extract phrase pairs or rules directly, then at least to constrain the inference procedure for higher-level models. We ... See full document
10
Evaluation of multilingual text alignment systems: the ARCADE II project
... that multilingual sentence-level alignment is a well- mastered task for languages based on the Latin script (although German poses some problems), and that the main difficulty in alignment in ... See full document
5
Word Order Typology through Multilingual Word Alignment
... the alignment model used is based on a non-symmetrized IBM model 1, and more elaborate methods for alignment and annota- tion projection could potentially lead to more ac- curate ... See full document
7
Using Multilingual Topic Models for Improved Alignment in English Hindi MT
... tiword alignments with higher accuracy, and can perform word sense disambiguation and select ap- propriate translations while a translation dictio- nary can only list all translations for each word or phrase. Some ... See full document
8
Unsupervised Multilingual Learning for Morphological Segmentation
... block sampling of these variables to speed ...avoid sampling it directly by marginal- izing it out, yielding a collapsed ...jointly sampling multiple segmentation and alignment ... See full document
9
Combining CBIR and NLP for Multilingual Terminology Alignment and Cross Language Image Indexing
... In order to make the most of the BC, it is necessary to automate the process of image matching and image indexing. The fact of matching two images coming from different language documents gene- rates comparable corpora ... See full document
8
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
... with multilingual corpora, training on the most related high-resource lan- guage only is often more effective than us- ing all data available (Neubig and Hu, ...a sampling distribution over all ... See full document
6
Multilingual Factor Analysis
... method based on variants of factor analysis (Browne, 1979; McDonald, 1970; Browne, 1980) for aligning monolingual representations into a multilingual ...our multilingual latent variable model has ... See full document
13
Boosting English Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources
... This paper presents our machine translit- eration systems developed for the NEWS 2015 machine transliteration shared task. Our systems are applied to two tasks: En- glish to Chinese and Chinese to English. For standard ... See full document
5
Instance Sampling for Multilingual Coreference Resolution
... instance sampling approach applied on a memory-based coreference resolution ...the sampling procedure in a multilingual environment that, to our knowledge, has not yet been ...instance ... See full document
6
Sampling based Alignment and Hierarchical Sub sentential Alignment in Chinese–Japanese Translation of Patents
... different alignment meth- ods based on the same data sets are given in Tables 5 and ...built based on GIZA++/Moses pipeline as a baseline system is given in Table ...results based on different ... See full document
8
GlobalTrait: Personality Alignment of Multilingual Word Embeddings
... the multilingual setting, which makes it essential to use the relatively larger size of data in English to help rec- ognize traits in other ...a multilingual model (Liu, Perez, and Nowson 2016; Siddique and ... See full document
8
A web-based multilingual help desk
... the multilingual capability was integrated with the existing (German-speaking) CAS help desk, supporting users of the CAS groupware product 'genesisWorld'; system integrators in user organisa- tions in Italy and ... See full document
8
ABL: Alignment Based Learning
... This paper introduces a new type of grammar learning algorithm, inspired by string edit dis- tance (Wagner and Fischer, 1974). The algo- rithm takes a corpus of at sentences as input and returns a corpus of labelled, ... See full document
7
P-Coffee: A New Divide-and-conquer Method for Multiple Sequence Alignment
... in separate base list (called the primary library in T-Coffee), with the sequence identity (%) as their preliminary weights (or scores). For the local alignment library, the ten highest scoring local alignments ... See full document
80
Non parametric Bayesian Segmentation of Japanese Noun Phrases
... type-based sampling proce- dure, which combines the Metropolis-Hastings al- gorithm with Gibbs ...joint sampling of unigram-level ...the sampling procedure while retaining the efficiency of ... See full document
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