[PDF] Top 20 An Unsupervised Model for Joint Phrase Alignment and Extraction
Has 10000 "An Unsupervised Model for Joint Phrase Alignment and Extraction" found on our website. Below are the top 20 most common "An Unsupervised Model for Joint Phrase Alignment and Extraction".
An Unsupervised Model for Joint Phrase Alignment and Extraction
... Bayesian phrase based alignment models (DeNero et ...proposed model, but we choose to apply the sentence-based blocked sampling of Blunsom and Cohn (2010), which has desirable con- vergence ... See full document
10
A Hybrid Word Alignment Model for Phrase Based Statistical Machine Translation
... word alignment model for Phrase-Based Statistical Machine translation ...hybrid alignment model provides most informative alignment links which are offered by both un- supervised ... See full document
8
Fast Inference in Phrase Extraction Models with Belief Propagation
... ment model can improve alignment quality but comes with a high inference ...the model of DeNero and Klein (2010) uses an ITG constraint and beam-based Viterbi decoding for tractability, but is still ... See full document
10
A Hybrid Morpheme Word Representation for Machine Translation of Morphologically Rich Languages
... Our model extends the classic phrase-based model by means of (1) word boundary-aware morpheme-level phrase extraction, (2) minimum error-rate training for a morpheme-level translation ... See full document
10
Lightly Supervised Training for Hierarchical Phrase Based Machine Translation
... the unsupervised data and to jointly extract phrases from the unified parallel data (after having trained word alignments for the unsupervised bitexts as ...the unsupervised part of the training ... See full document
6
Training Phrase Translation Models with Leaving One Out
... correct phrase segmentations and corresponding ...the phrase translation prob- ...trained phrase table shows a highly peaked distribution in opposition to the more flat distribu- tion resulting from ... See full document
10
Phrase based Parallel Fragments Extraction from Comparable Corpora
... In order to deal with this problem, further effort- s (Munteanu and Marcu, 2006; Quirk et al., 2007; Kumano et al., 2007; Lardilleux et al., 2012) were made to obtain parallel data at the fragment lev- el. The work of ... See full document
5
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation
... For the experiments on Office-31, both the compared ap- proaches and our proposal are trained by fine-tuning the ResNet pre-trained on ImageNet, and the activations of the last layer pool5 are used as image ... See full document
8
A Tightly coupled Unsupervised Clustering and Bilingual Alignment Model for Transliteration
... The generative story for the cDPMM is sim- ple: first generate an infinite number of clusters, choose one, then generate a transliteration pair us- ing the parameters that describe the cluster. The basic sampling unit of ... See full document
6
A Joint Phrasal and Dependency Model for Paraphrase Alignment
... monolingual alignment problems (MacCartney et ...on phrase-based techniques in which the alignment between a pair of sentences is represented through a set of aligned phrase pairs; this has ... See full document
10
Effective Phrase Translation Extraction from Alignment Models
... of phrase translation, and then show gains by our method over a system that utilizes phrase ex- tracted from the HMM ...lower alignment error rates when measured against manually aligned sen- tences, ... See full document
8
koehn2003spb pdf
... word alignment (AP) is superior to the joint model (Joint), although not by ...IBM Model 4 word- based translation system (M4), which uses a greedy de- coder [Germann et ... See full document
7
Bayesian Learning of Non Compositional Phrases with Synchronous Parsing
... word alignment systems (GIZA++ or ITG) were fed to a standard phrase extraction procedure that extracted all phrases of length up to 7 and esti- mated the conditional probabilities of source given ... See full document
9
Statistical Phrase Based Translation
... word alignment (AP) is superior to the joint model (Joint), although not by ...IBM Model 4 word- based translation system (M4), which uses a greedy de- coder [Germann et ... See full document
7
Investigations on Translation Model Adaptation Using Monolingual Data
... PBSMT model was build, performing the complete pipeline of word alignment with GIZA++, phrase extraction and scoring and tuning the system on development data with ... See full document
10
Phrase based Unsupervised Machine Translation with Compositional Phrase Embeddings
... Step 2: extract phrase candidates. Since we can not learn vectors for all phrases in the corpus, we have to decide which phrases to use to learn vectors for. One option is to randomly glue desired number of ... See full document
7
Improved Unsupervised Sentence Alignment for Symmetrical and Asymmetrical Parallel Corpora
... Evaluation. We evaluate the alignment accu- racy of our approach using four test sets annotated at sentence-level. The two first are composed of hand aligned documents from the Europarl corpus for the ... See full document
9
An Unsupervised Alignment Model for Sequence Labeling: Application to Name Transliteration
... The proposed alignment (FixedPointsAlign) results are compared to GIZA++ alignment. The settings of important parameters of GIZA++ are as follows: five iterations for each IBM1 model and HMM and ... See full document
9
Learning Continuous Phrase Representations for Translation Modeling
... a phrase that is effective for ...of phrase translations. The phrase translation pairs are hidden in the par- allel source-target sentence pairs, which are used to train the traditional translation ... See full document
11
Syntax Based Alignment: Supervised or Unsupervised?
... IBM Model 5, and then measure how many of the resulting alignments fall within the hard constraints of both Wu (1997) and Berger et ...which model best aligns the original training data, as IBM- derived ... See full document
7
Related subjects