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Optimization for Statistical Machine Translation:A Survey
Optimization Statistical Machine Translation
2016/4/7
In statistical machine translation (SMT), the optimization of the system parameters to maximize translation accuracy is now a fundamental part of virtually all modern systems. In this article, we surv...
Learning Entailment Relations by Global Graph Structure Optimization
Structure Optimization Entailment Relations
2015/9/10
Identifying entailment relations between predicates is an important part of applied semantic
inference. In this article we propose a global inference algorithm that learns such entailment
rules. Fir...
Learning and Evaluation of Dialogue Strategies for New Applications: Empirical Methods for Optimization from Small Data Sets
New Applications Small Data Sets
2015/9/9
We present a new data-driven methodology for simulation-based dialogue strategy learning,
which allows us to address several problems in the field of automatic optimization of dialogue
strateg...
Optimization Models of Sound Systems Using Genetic Algorithms
Optimization Models Sound Systems Genetic Algorithms
2015/8/28
In this study, optimization models using genetic algorithms (GAs) are proposed to study the configuration of vowels and tone systems. As in previous explanatory models that have been used to study vow...
Linguistic Optimization
generative linguistics connectionism formal analysis typology phonology Optimality Theory Harmonic Grammar
2015/7/29
Optimality Theory (OT) is a model of language that combines aspects of generative and connectionist linguistics. It is unique in the field in its use of a rank ordering on constraints, which is used t...
Optimality Theory (OT) is a model of language that combines aspects of generative and connectionist linguistics. It is unique in the field in its use of a rank ordering on constraints, which is used t...
The early Germanic languages are characterized by fixed initial stress, free quantity, and a preference for moraic trochees, left-headed bimoraic feet consisting either of two light syllables (LL) or ...
Analogy as optimization: “exceptions” to Sievers’ Law in Gothic
Analogy as optimization Sievers Law in Gothic
2015/6/11
Suppose the phonological rules/constraints of the language are such that underlying /A/ and /B/ lead to to the same output [A].
According to the neogrammarians and de Saussure, all linguistic change is either sound change, analogy, or borrowing.1 Meillet (1912) identified a class of changes that don’t fit into any of these thr...
GRAMMATI CALCATEGORY DISAMBIGUATION BY STATISTICAL OPTIMIZATION
GRAMMATICAL CATEGORY DISAMBIGUATION STATISTICAL OPTIMIZATION
2015/1/27
Several algorithms have been developed in the past that attempt to resolve categorial ambiguities in natural language text without recourse to syntactic or semantic level information. An innovative me...