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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...
Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features
Standard Arabic Infl ectional Features
2015/9/11
We explore the contribution of lexical and inflectional morphology features to dependency
parsing of Arabic, a morphologically rich language with complex agreement patterns. Using controlled ex...
A large body of linguistic literature is concerned with syntagmatic properties
of linguistic features: how are features distributed, what is the domain of their
operation, what happens when several ...
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...
Low-level features in film:What they are and why we would be lost without them
Low-level features film lost without them
2015/8/13
The narrative of a fi lm is oft en cited as the driving force for viewers’ attention to and engagement in a fi lm. Th e narrative is also conceptually the most vivid for fi lm viewers; it is not oft e...
Features,segments,and the sources of phonological primitives
Features segments phonological primitives
2015/8/7
I review the role of distinctive features in early generative theory, focusing on their multifaceted role as defined by Chomsky & Halle (1968) for capturing contrast, phonological patterns, and the ph...
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...
Phonological and Grammatical Features of African American Vernacular English
Phonological Grammatical Features African American Vernacular English
2015/6/16
Phonological and Grammatical Features of African American Vernacular English.
Phonological Features in Afro-American Pidgins and Creoles and their Diachronic Significance: Comments on the Papers by Holm and Carter
Phonological Features Afro-American Pidgins Creoles and their Diachronic Significance Holm and Carter
2015/6/16
Phonological Features in Afro-American Pidgins and Creoles and their Diachronic Significance: Comments on the Papers by Holm and Carter.
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. ...
Learning to recognize features of valid textual entailments
recognize features valid textual entailments
2015/6/12
This paper advocates a new architecture for textual inference in which finding a good alignment is separated from evaluating entailment. Current approaches to semantic inference in question answering ...
REGULARIZATION, ADAPTATION, AND NON-INDEPENDENT FEATURES IMPROVE HIDDEN CONDITIONAL RANDOM FIELDS FOR PHONE CLASSIFICATION
Hidden Conditional Random Fields Speech Recognition Phone Classification Maximum a Posteriori
2015/6/12
We show a number of improvements in the use of Hidden Conditional Random Fields (HCRFs) for phone classification on the TIMIT and Switchboard corpora. We first show that the use of regularization effe...
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...
Discriminative Reordering with Chinese Grammatical Relations Features
Discriminative Reordering Chinese Grammatical Relations Features
2015/6/12
The prevalence in Chinese of grammatical structures that translate into English in different word orders is an important cause of translation difficulty. While previous work has used phrase-structure ...