[PDF] Top 20 Hierarchical Search for Word Alignment
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Hierarchical Search for Word Alignment
... Cherry and Lin (2006) introduce soft syntac- tic ITG (Wu, 1997) constraints into a discrimi- native model, and use an ITG parser to constrain the search for a Viterbi alignment. Haghighi et al. (2009) ... See full document
10
A DP based Search Using Monotone Alignments in Statistical Translation
... Under the assumption that the alignment is monotone with respect to the word order in both languages, an efficient search strategy for translation can be formulated.. The details of the [r] ... See full document
8
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word Level Alignment
... extract word-level fea- tures in a text branch, but process audio at the frame-level or ...the word and how it is ...each word and propose three fusion approaches (horizontal, ver- tical, and ... See full document
11
Yet Another Symmetrical and Real-time Word Alignment Method: Hierarchical Sub-sentential Alignment using F-measure
... of word alignments is the fun- damental issue in statistical machine trans- lation ...of Hierarchical Sub- sentential Alignment (HSSA) method using ...soft alignment matrix, we use the ... See full document
10
Translation Divergences in Chinese–English Machine Translation: An Empirical Investigation
... a hierarchical alignment scheme where Chinese and English parse trees are aligned in a way that eliminates conflicts and redundancies between word alignments and syntactic parses to prevent the ... See full document
45
An Empirical Study of Diversity of Word Alignment and its Symmetrization Techniques for System Combination
... 2010). Alignment of outputs at the token level is carried out using a variant of METEOR (Denkowski and Lavie, 2010) ...the alignment. Thereafter, a search space is de- fined on top of these ... See full document
6
Joint Prediction of Word Alignment with Alignment Types
... The alignment problem is viewed as a search problem over a log-linear space with features (sub- models) coming from the IBM Model ...semi-supervised word alignment technique that inte- grates ... See full document
14
On Complex Word Alignment Configurations
... complex alignment configurations (cate- gory ...free word order to a language with a rather rigid word order, it seems important to be able to induce IO and IO-DTU align- ments: for 40% of the en-de ... See full document
8
Word Order Typology through Multilingual Word Alignment
... performing hierarchical clustering of lan- guages, by normalizing the word order count vec- tors and treating them (together) as a single 14- dimensional ...extracted word order ...different ... See full document
7
Multi Word Expression Sensitive Word Alignment
... partial alignment annotation for word ...tial alignment into word alignment, 1 which is in a similar manner to Graca et ...partial alignment anno- tation based on cognate ... See full document
9
A Beam Search Algorithm for ITG Word Alignment
... Word alignment plays an important role in statistical machine translation (SMT) as it indicates the correspondence between two ...on word alignment. Och and Ney (2004) firstly introduce ... See full document
10
Combining fast align with Hierarchical Sub sentential Alignment for Better Word Alignments
... various alignment profiles in terms of precision, recall and alignment error rate (AER) (Och and Ney, 2003) on the basis of human annotated alignment data provided with the KFTT corpus in Table ... See full document
7
Consistency Aware Search for Word Alignment
... conventional word alignment search algorithms usually ignore the consistency constraint in translation rule extraction, improving alignment accuracy does not necessarily increase translation ... See full document
10
Empirical Lower Bounds on the Complexity of Translational Equivalence
... chical alignment that might have succeeded oth- erwise. Figure 2a shows a word alignment and a parse tree that can be hierarchically aligned with- out ...the word alignment and tree ... See full document
8
Data Cleaning for Word Alignment
... a word-to-word transla- tion, and non-literal translation as a non word-to- word ...using word aligned results, and then sentences are selected which should either be translated by a ... See full document
9
Combining Clues for Word Alignment
... Using the alignment model and its parameters, we have to find the optimal align- ment for a given pair of source and target lan- guage segments.. In Hiemstra, 1998, the author points out[r] ... See full document
8
Confidence Measure for Word Alignment
... (Fraser and Marcu, 2007) discussed the impact of word alignment’s precision and recall on MT quality. Here removing low confidence links re- sults in higher precision and slightly lower recall for the ... See full document
9
Word Alignment with Synonym Regularization
... improving word alignment performance when the sentence pairs were col- lected from a homogeneous data ...the word alignment model by using a large number of sen- tence pairs collected from ... See full document
5
Are ACT’s Scores Increasing with Better Translation Quality?
... an alignment model and only using GIZA++ as alignment tool; (2) with training and saving an alignment model using MGIZA++ (a multi- threaded version of GIZA++) trained on an exter- nal corpus to ... See full document
6
Word Alignment Combination over Multiple Word Segmentation
... combined alignment (C+P+I, and then projected onto C, P, I ...of word alignment on all segmenta- tions by our proposed word alignment ... See full document
5
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