[PDF] Top 20 A Tree Sequence Alignment based Tree to Tree Translation Model
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A Tree Sequence Alignment based Tree to Tree Translation Model
... lexicalized tree-to-string rules, including those non-syntactic phrases in training ...parse tree during decoding. Furthermore, the translation probabilities of the bilingual phrases and other ... See full document
9
Lingua-Align: An Experimental Toolbox for Automatic Tree-to-Tree Alignment
... automatic tree-to-tree alignment based on local classification and alignment in- ...log-linear model which enables simple integration of various features extracted from the ... See full document
8
Horizontally scalable probabilistic generalized suffix tree (PGST) based route prediction using map data and GPS traces
... traces based trips into trips composed of a sequence of road network edges, suffix tree based model is ...suffix tree is widely used in pattern recognition and machine learning ... See full document
23
Syntax based Statistical Machine Translation using Tree Automata and Tree Transducers
... ficiently model several syntactic features, includ- ing long-distance ...Regular Tree Languages (RTLs), which can represent Context-free Languages (CFLs) since a set of all syntactic trees of a CFL is an ... See full document
5
Tree based Hybrid Machine Translation
... To generate matching elements that align dependency nodes to nonterminal hierarchical nodes, cost functions for edit operations are mod- ified to assign a lower cost to rename operations where one of the nodes is a ... See full document
10
A Tree to Sequence Model for Neural NLG in Task Oriented Dialog
... their tree-structured MR for the weather domain is provided in Table 1, along with a flat MR and human ...the tree-structured MR in the last row. The tree-structured MR provides much better ... See full document
6
A Monolingual Tree based Translation Model for Sentence Simplification
... Sentence Alignment As we need a parallel dataset aligned at the sentence level, we further applied monolingual sentence align- ment on the article ...sentence alignment on our dataset, we tested three ... See full document
9
Character based Decoding in Tree to Sequence Attention based Neural Machine Translation
... proposed tree-based encoder, we use 64 and 128 for the dimension size of the phrase label ...The model parameters are uniformly initialized in ... See full document
9
Improving Tree to Tree Translation with Packed Forests
... Current tree-to-tree models suffer from parsing errors as they usually use only 1- best parses for rule extraction and decod- ...forest-based tree-to-tree model that uses packed ... See full document
9
Tree to Sequence Attentional Neural Machine Translation
... a tree-based encoder following the parsed ...proposed tree-based encoder is a natural extension of the sequential encoder model, where the leaf units of the tree-LSTM in the ... See full document
11
Adjoining Tree to String Translation
... adjoining tree-to-string translation system on Chinese-English ...rule tree is no greater than 3 and the surface string’s length is no greater than ...word alignment, our rule extraction ... See full document
10
Tree based Translation without using Parse Trees
... unsupervised tree structures, we compare them with linguistic parse trees based on string-to-tree ...English translation, for which English parse trees can be easily ...word alignment ... See full document
18
A Tree based Decoder for Neural Machine Translation
... the tree struc- ture, and continues until a preterminal is ...The model switches back to the rule RNN after the word RNN ...derivation tree with only a Root ... See full document
6
Insertion Position Selection Model for Flexible Non Terminals in Dependency Tree to Tree Machine Translation
... machine translation models currently receive limited ...2014). Tree-based translation models naturally realize word reorderings using the non-terminals or anchors for the attachment in the ... See full document
7
A Tree to String Phrase based Model for Statistical Machine Translation
... models based on PCFGs can be learned from source-parsed bitext and then applied in the preprocessing ...the translation unit from phrases to tree-to-string align- ment templates (TATs) while we do ... See full document
8
Seeding Statistical Machine Translation with Translation Memory Output through Tree Based Structural Alignment
... suggested translation (Simard and Isa- belle, ...a Translation-Services Provider (TSP) company to reliably determine in advance the increase in translator productivity due to the use of MT and to adjust ... See full document
9
Improved Sentence Alignment on Parallel Web Pages Using a Stochastic Tree Alignment Model
... sentence alignment accuracy and robustness, methods that make use of addi- tional language or corpus specific information were ...length- based aligner, they assume prior alignment on some corpus ... See full document
9
Unsupervised Tree Induction for Tree based Translation
... Where r refers to the conditional context, i.e., the set of all other rules in the training data. All the probabilities in the above formulas are computed by Equation(3). We then normalize the two scores and sample a ... See full document
12
A non contiguous Tree Sequence Alignment based Model for Statistical Machine Translation
... non-contiguous tree sequence rule can be either non-terminal symbols (grammar tags) or terminal symbols (lexical words) and the non-terminal symbols with the same index which are subsumed simultaneously are ... See full document
9
Forest based Tree Sequence to String Translation Model
... on translation results from dif- ferent ...single model from both theoretical and implementation engi- neering ...of tree sequence has already been covered by forest because forest encodes ... See full document
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