Sequence model
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Publications (48)

1Distortion Model Considering Rich Context for Statistical Machine Translation(CP). The proposed models are the pair model and the sequence model. The pair model utilizes the word at the CP, a word at...

2Incorporating Nonlocal Information into Information Extraction Systems by Gibbs Samplinginference based on sampling. Imagine we have a hidden state sequence model which defines a probability distribution over state sequences...

3An Effective TwoStage Model for Exploiting NonLocal Dependencies in Named Entity RecognitionCRF for Named Entity Recognition Our baseline CRF is a sequence model in which labels for tokens directly depend only on the...

4An Algorithm for Unsupervised Transliteration Mining with an Application to Word Alignmentdifferent models. The first model is a joint character sequence model which we apply to transliteration mining. We use the...

5Sentiment Relevancepassages. To impose this discourse constraint, we employ a sequence model. We represent each document as a graph of sentences and...

6Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech2004  Michelle Gregory,Yasemin Altunin a sequence model. We demonstrate the usefulness and the incremental effect of these factors in a sequence model by performing...

7Pre and Postprocessing for Statistical Machine Translation into Germanic Languages2011  Sara Stymneical) partofspeech, and can then use an additional sequence model based on partofspeech, which potentially can improve...

8Can Markov Models Over Minimal Translation Units Help PhraseBased SMT?different ways, as we will describe next. 3.1 Tuple Sequence Model (TSM) The TSM translation model assumes that MTUs are...

9An Information Theoretic Approach to Bilingual Word Clustering2013  Manaal Faruqui,Christopher Dyerthat the data is wellexplained by the clustering in a sequence model (§2.1). The second term ensures that the cluster alignments...

10A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processingweight to each feature. For all models except the CMM sequence model for POS tagging, the components đŽđŹđľ, ÎŚ and...