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Phrase Dependency Machine Translation with Quasi-Synchronous Tree-to-Tree Features
phrase translation
2015/9/14
Recent research has shown clear improvement in translation quality by exploiting linguistic
syntax for either the source or target language. However, when using syntax for both languages
(“tree-to-t...
Fine-grained opinion analysis methods often make use of linguistic features but typically do not take the interaction between opinions into account. This article describes a set of experiments that de...
Online Large-Margin Training of Syntactic and Structural Translation Features
Online Large-Margin Training Syntactic and Structural Translation Features
2015/9/2
Minimum-error-rate training (MERT) is a bottleneck for current development in statistical machine translation because it is limited in the number of weights it can reliably optimize. Building on the w...
Features and Values
Features and Values
2015/6/18
The paper discusses the linguistic aspects of a new general purpose facility for computing with features. The program was developed in connection with the course I taught at the University of Texas in...
Morphological features help POS tagging of unknown words across language varieties
Morphological features POS tagging unknown words across language varieties
2015/6/12
Part-of-speech tagging, like any supervised statistical NLP task, is more difficult when test sets are very different from training sets, for example when tagging across genres or language varieties. ...
Textual Entailment Features for Machine Translation Evaluation
Textual Entailment Features Machine Translation Evaluation
2015/6/12
We present two regression models for the prediction of pairwise preference judgments among MT hypotheses. Both models are based on feature sets that are motivated by textual entailment and incorporate...
Robust Machine Translation Evaluation with Entailment Features
Machine Translation Evaluation Entailment Features
2015/6/12
Existing evaluation metrics for machine translation lack crucial robustness: their correlations with human quality judgments vary considerably across languages and genres. We believe that the main rea...
Phrasal: A Toolkit for Statistical Machine Translation with Facilities for Extraction and Incorporation of Arbitrary Model Features
Statistical Machine Translation Extraction and Incorporation Arbitrary Model Features
2015/6/12
We present a new Java-based open source toolkit for phrase-based machine translation. The key innovation provided by the toolkit is to use APIs for integrating new features (/knowledge sources) into t...
Language ID-based training of multilingual stacked bottleneck features
Multilingual Bottleneck features DNN
2014/11/27
In this paper, we explore multilingual feature-level data sharing via Deep Neural Network (DNN) stacked bottleneck features. Given a set of available source languages, we apply language identification...
Extracting Deep Neural Network Bottleneck Features using Low-Rank Matrix Factorization
DNN Bottleneck features
2014/11/27
In this paper, we investigate the use of deep neural networks (DNNs) to generate a stacked bottleneck (SBN) feature representation for low-resource speech recognition. We examine different SBN extract...
NOISE ROBUST PHONETIC CLASSIFICATION WITH LINEAR REGULARIZED LEAST SQUARES AND SECOND-ORDER FEATURES
Acoustic noise Artiſ cial Intelligence Speech Analysis Speech Recognition
2014/11/27
We perform phonetic classiſcation with an architecture whose elements are binary classiſers trained via linear regularized least squares (RLS). RLS is a simple yet powerful regularization al...
Study on the Features of English Political Euphemism and its Social Functions
Political euphemism Social Functions Feature Speech act
2010/3/5
Political euphemism is a tool for political leaders to control information transmission. Based on some examples, this paper begins with a summary of three features which distinguish political euphemis...
Let the E-mail Software Do the Work:Time Saving Features for the Writing Teacher
E-mail Software Time Saving Features the Writing Teacher
2009/10/19
Part I of this two-part article examines two very useful features of most up-to-date e-mail software programs that can save the writing teacher time organizing, filing, retrieving, and responding to s...
Testing Some Suprasegmental Features of English Speech
Suprasegmental Features English Speech
2009/10/19
Listening skills in English require an ability to identify stressed syllables, tonic stress in an utterance, and tones. While the testing of the identification of syllables can be done on individual a...
Media-Related Or Generic-Related Features In Electronic Dictionaries：Learners’ Perception And Preferences
electronic dictionary generic-related media-related features dictionary access
2009/10/10
A corollary of the electronic era in the area of electronic lexicography is the development
and use of electronic dictionaries in language learning. This paper is concerned with the
identification a...