[PDF] Top 20 A Monolingual Tree based Translation Model for Sentence Simplification
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A Monolingual Tree based Translation Model for Sentence Simplification
... and SW are used respectively as source and ref- erence sentences. TSM obtains a very high BLEU score (0.38) but not as high as Moses (0.55). However, the original complex sentences (CW) from Normal Wikipedia get a rather ... See full document
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A Tree Sequence Alignment based Tree to Tree Translation Model
... noisy-channel model to transfer a target parse tree into a source ...non-isomorphic tree-to-tree/string mappings using a ...tion model based on a probabilistic synchronous ... See full document
9
Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings
... text simplification tasks, but why maximum alignment is the best? We present two illustrative figures to explain the ...text simplification tasks, many-to-one alignment is more appropriate than one-to-one ... See full document
12
Learning to Simplify Sentences Using Wikipedia
... of sentence compression, another English- to-English translation ...noisy-channel model and de- cision tree-based model for ...approach based on rule lexicaliza- tion and ... See full document
9
Forest based Tree Sequence to String Translation Model
... forest-based tree sequence enables our model to have the potential of exploring addi- tional parse trees that may be wrongly pruned out by the parser and thus are not encoded in the for- ...a ... See full document
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MoL 2013 29: An Empirical Account of Compositionality of Translation through Translation Data
... statistical based transfer models differs slightly from the previously sketched picture, in which entire source structures were mapped to entire target ...‘linked’ monolingual grammars, that are together ... See full document
123
Sentential Paraphrasing as Black Box Machine Translation
... for monolingual sentence rewriting and provide machine translation language packs: prepack- aged, tuned models that can be downloaded and used to generate paraphrases on a standard Unix ...web- ... See full document
5
Similarity Based Alignment of Monolingual Corpora for Text Simplification Purposes
... of monolingual text alignment is to find similar text fragments, it forms an important subtask of applications such as text reuse ...measuring sentence similarity by a modified version of a TF-IDF vector ... See full document
10
Sentence Type Based Reordering Model for Statistical Machine Translation
... guage sentence to make its word order closer to that of the target ...source sentence to make the word or- der more accordant to target ...syntactic tree of the source language ...entropy ... See full document
8
Improving Translation Fluency with Search-Based Decoding and a Monolingual Statistical Machine Translation Model for Automatic Post-Editing
... Phrase-based SMT had partially resolved the expressive power issue of TM and LM by using longer word sequences. However, the acquisition of “ phrases” has its own problems. In particular, most phrase-based ... See full document
14
Learning a Phrase based Translation Model from Monolingual Data with Application to Domain Adaptation
... aligned sentence pairs: one is whether the target translation is before or after the translation of the preceding source-side word (Order); the other is whether the target translation is ... See full document
10
Sentence Simplification by Monolingual Machine Translation
... the sentence simplification ...alignment model to find statistically motivated alignments between ...guage model with the SRILM toolkit to learn the probabilities of different ...each ... See full document
10
Sentence Simplification as Tree Transduction
... parsed, sentence-aligned corpus between normal and simplified ...align tree constituents based on an in- duced word alignment then extract grammar rules that are consistent with the constituent ... See full document
10
Exploring the effects of Sentence Simplification on Hindi to English Machine Translation System
... rule based approach which is basically an improvement on the work done by (Soni et ...for sentence simplification in ...for sentence simplification. A parse tree of a ... See full document
9
Context Aware Monolingual Repair for Neural Machine Translation
... Modern sentence-level NMT systems often produce plausible translations of isolated sen- ...a monolingual DocRepair model to correct inconsistencies between sentence-level ...of ... See full document
10
A Discriminative Model for Tree to Tree Translation
... modifier translation into the over- all translation ...reranking model to select the best candidate—chooses each modifier independently and then places it into the ...the translation derived ... See full document
10
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information
... with translation model adap- tation by making use of the topical context, so let us take a look at the recent research developmen- t on the application of topic models in ...bilingual sentence ... See full document
10
Syntactic Sentence Simplification for French
... not observed consistently in the corpus. Moreover, aggregation rules could have come into conflict with the deletion rules, since they have opposite goals. Concerning tense aspects, some of them are indeed more likely to ... See full document
10
On Tree Based Neural Sentence Modeling
... for sentence-level textual entailment. It has 550K training sentence pairs, as well as 10K for devel- opment and 10K for ...second sentence starts with a conjunction ...a model captures the ... See full document
11
Sentence Alignment for Monolingual Comparable Corpora
... We would like to thank Michael Elhadad, Klara Kedem, Kathy McKeown and Becky Passonneau for the useful discussions. Thanks to Mirella Lapata, Lillian Lee, Vincent Ng and Bo Pang for their helpful comments on previous ... See full document
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