corpus based statistical method
How Large a Corpus Do We Need: Statistical Method Versus Rule-based Method
... a corpus. In this paper, we consider such a case, if corpus enlargement is the only way to overcome such data sparse- ness and the learning method is fixed, then what a perfor- mance can we expect to ...
6
Recognizing the Emotional State Changes in Human Utterance by a Learning Statistical Method based on Gaussian Mixture Model
... a method, in which they have used mixture of classification approaches, and then compared the results by applying them on the same speech corpus (EmoDB), and obtained acceptable results ...GMM method ...
12
A Hybrid Accurate Alignment method for large Persian-English corpus construction based on statistical analysis and Lexicon/Persian Word net
... length based methods do not lead to an acceptable accuracy for the corpora including Persian texts (Pilavar ...alignment method proposed in this paper considers various factors including length similarity ...
10
Matrix:a statistical method and software tool for linguistic analysis through corpus comparison
... performing statistical text analysis and suggests that parametric analysis based on the binomial or multinomial distributions is a better alternative for smaller ...small corpus to a much larger ...
207
Improving Chinese Grammatical Error Correction with Corpus Augmentation and Hierarchical Phrase based Statistical Machine Translation
... a statistical machine translation method already ap- plied to several similar tasks (Brockett et ...syntax- based and hierarchical phrase-based ...
6
Rule Based Method Versus Statistical Method For Speech Understanding Of The Tunisian Dialect
... meaning. Based on this definition, we analyzed our corpus to extract the domain concepts and use them later for the semantic ...TUDICOI corpus is inherited from the Interchange Format (IF) ...
8
Toward Statistical Machine Translation without Parallel Corpora
... phrase- based statistical machine translation sys- tem from monolingual corpora instead of a bilingual parallel ...Our method only requires monolingual corpora in source and target languages, a small ...
11
A Corpus based Method for Extracting Paraphrases of Emotion Terms
... and corpus- based extraction of expressions that occur in similar contexts (Barzilay and McKeown, ...in statistical sentence generation, summarization, and question- ...a corpus-based ...
10
Hierarchical MT Training using Max Violation Perceptron
... for statistical machine translation by leveraging the huge train- ing corpus; for example the recent effort in phrase-based MT (Yu et ...our method leads to up to ...
6
Unknown Word Detection for Chinese by a Corpus-based Learning Method
... a statistical model to deal with irregular unknown words, such as proper names ...Sinica corpus as a standard reference ...Sinica corpus is a word-segmented corpus based on the Chinese ...
18
Transitivity in Light Verb Variations in Mandarin Chinese – A Comparable Corpus-based Statistical Approach
... a statistical corpus- based approach based on annotated comparable corpus is adopted, following the research paradigm set up in Lin et ...
10
Observations from Statistical Processing of BDNC01 Corpus
... in corpus building is the determination of the criteria on which the texts that form the corpus will be ...the corpus, the location of texts, the date or period of texts ...
7
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation
... parallel corpus provided by the ELDA (Evaluations and Language resources Distribution Agency, 1995-2013), the LDC (Linguistic Data Consortium) (Ma, 2006) and the UCCCRL (University Centre for Computer ...
6
Improvement of Email Summarization Using Statistical Based Method
... feature based extraction of key sentences using statistical ...of statistical method with modifying the criteria of some features of sentence extraction in text summarization improves the ...
7
Repeatability and variation of region-of-interest methods using quantitative diffusion tensor MR imaging of the brain
... The statistical analyses were performed using the SPSS software package (SPSS, Chicago, IL). The normality of the distributions was tested using the Kolmogorov- Smirnov test. The regional mean values were ...
11
Tagging French comparing a statistical and a constraint based method
... Papers presented to the 131h International Con- ference on Computational Linguistics.. In proceedings of Coling-92.[r] ...
8
Development of Morphological Analyzer for Hindi
... One of the important phase of Natural language Processing is Morphological Analysis that helps in work of machine translation. Effective implementation of morphological analyzer can be seen in language which is rich in ...
5
The Role of Sketch Engine in Multiple Types of Corpora
... Lastly, the 1:1 alignment of parallel corpora is not required by Sketch Engine anymore. Thus, 3:1 translation of 3 sentences into 1 is possible, and the system will not require alignment meta-data of 1:1. This plays an ...
5
Cross lingual Subjectivity Detection for Resource Lean Languages
... The subjective and objective models are built over the unigrams of subjective and objective doc- uments in the train dataset. Each unigram in each model is assigned a value representing the its oc- currence probability ...
10
Improved Statistical Machine Translation Using Monolingually Derived Paraphrases
... paraphrasing corpus from wmt09+aquis to ...additional corpus, or perhaps it is the case that in this corpus size, paraphrases of higher- level ngrams benefitted from the additional text much more ...
10