[PDF] Top 20 Mining Very Non Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and E

... extract parallel sentences from the matched English and Chinese ...Each sentence is again represented as word ...Chinese-English sentence pairs. Sentence pairs above a set threshold are ... See full document

... Parallel corpora, which are large collections of parallel texts, serve as an important resource for inducing translation correspondences, either at the level of words (Brown et ...wide-coverage ... See full document

... of parallel data used to build ...comparable corpora—a collection of multilingual documents that are only topically aligned but not necessary translations of each other (Fung and Cheung, ...for ... See full document

... ble corpora look for parallel data at the sentence level (Zhao and Vogel, 2002; Utiyama and Isa- hara, 2003; Munteanu and Marcu, 2005; Abdul- Rauf and Schwenk, ...noisy parallel texts, to ... See full document

... this sentence pair as non- ...are very determinis- tic to judge this sentence pair as ...well sentence pairs (4733 → 4869) be- long to this type, which significantly improved the ...for ... See full document

... comparable corpora is closer to our ...of parallel sentence and sub-sentence ex- ...of parallel sentence ...original corpora for bilingual lex- icon ... See full document

... not sentence–level parallel. Instead, they contain many parallel subsentential ...of sentence pairs extracted by “+Rank (Proposed)”, where parallel subsenten- tial fragments are in ... See full document

... than mining applications of the kind discussed in this ...that sentence translation between any two natural languages can be accomplished within ITG expressiveness (sub- ject to certain ... See full document

... SampLEX lexicon are more ac- curate than IBM Model 1 ...external parallel data, except for IBM Model 1 ...external parallel data may have a bad effect on the precision of alignment for the ... See full document

... Multi-word Expressions (MWEs) are lexical items that consist of multiple orthographic words (e.g., ad hoc, by and large, New York, kick the bucket ). MWEs are numerous and constitute a significant portion of the ... See full document

... Parallel sentence extraction from comparable cor- pora has been studied by a number of researchers (Ma and Liberman, 1999; Chen and Nie, 2000; Resnik and Smith, 2003; Yang and Li, 2003; Fung and ... See full document

... each sentence that have a translation in the other sentence, according to our lexicon ...are parallel, and dis- card the ...the lexicon entry (achievements, ...target sentence as ... See full document

... acquire sentence-aligned parallel corpora for many ...of non-parallel corpora such as topic-aligned ...topic extraction models (Vuli´c and Moens, 2014) showed promising ... See full document

... for parallel sentence extrac- ...2017 parallel sentence extraction task compared to previous ...comparable corpora and showed bet- ter translation performance when using these ... See full document

... Related work does not provide a full picture of sentiment preservation in translation and we are in- terested in additional investigations with other data sets and setups. In particular, we would like to understand more ... See full document

... STIR predicts a pre-ordering via two pipelined models: (1) parsing and (2) tree reordering. The first model induces a binary parse, which defines the space of possible reorderings. In particular, only trees that ... See full document

... the sentence pairs have been ...16,000 sentence pairs, which had an alignment error rate of ...16,000 sentence pairs (where all the sentence pairs are word-aligned) with an alignment error ... See full document

... a sentence pair with the term diaosi, which is a popular buzzword among Chinese communities and is used to describe a class of under- privileged men, lacking certain desirable features (looks, social status, ... See full document

... Building parallel resources for corpus based machine translation, especially Statistical Machine Translation (SMT), from comparable corpora has recently received wide attention in the field Machine ... See full document

... available corpora were pre-processed using an in-house script that normalizes quotes, dashes, spaces and ...crawled parallel giga corpus, keeping ...M sentence pairs. For ex- ample, sentence ... See full document