[PDF] Top 20 Extraction of Multi word Expressions from Small Parallel Corpora

... to word forms as pre- fixes or ...the parallel corpus and then remove punc- ...each word is reduced to its base form, and bound morphemes (prefixes and suffixes) are split to generate stand-alone ... See full document

... lexicon extraction for cases in which small parallel corpora are available and it is not easy to obtain monolingual corpus for at least one of the ... See full document

... a small number of fishing­related seed words from the multilingual EUROVOC descriptors (riba, ribolov, ribištvo, mreža, ladja, ladjevje, plovilo [fish, fishing, fishery, net, ship, fleet, ...seed ... See full document

... data from corpora and a Japanese-to- English ...translated word for ...these expressions into the source and tar- get ...such expressions to the monolingual grammars simplifies the ... See full document

... the extraction of German multiword expressions ( MWE s) from text corpora; we extract word pairs, but also longer MWE s of different patterns, ...association-based extraction, we ... See full document

... stop expressions including punctua- tion, short common words ( 一 one, 一切 every), and locu- tions such as 不仅 (not only), 一方面 (on the one hand), 另 一方面 (on the other hand), 反 过 来说 (on the other hand), ...Stop ... See full document

... and word based NN features, ...the small size of training (126k) data for ...sentences from Wikipedia, it does not have the domain ...for parallel sentence ... See full document

... sentence-aligned parallel corpora for many languages. Availability of non-parallel corpora such as topic-aligned ...document corpora (e.g. sentiment analysis and multi-class ... See full document

... lexicon extraction is focused on another kind of bilingual ...These corpora, known as comparable cor- pora, are comprised of texts sharing common fea- tures such as domain, genre, register, sampling pe- ... See full document

... differs from the real process of parallel sentence ...real parallel sentence ex- traction ...5k parallel sentences from a parallel ...the parallel corpus excluding the ... See full document

... MWEs from texts is a real challenge in Natural Language ...MWEs from parallel ...MWEs from parallel corpora in one-step (DeNero and Klein, 2008; Marchand and Semmar ...single ... See full document

... Mutual information has been used in many other similar researches, but these processes are mainly based on algorithms of iterating the Bi-gram calculation, and the retrieval results mostly depend on the identification of ... See full document

... phrases from non-compositional ones is to check the existence and mutual-information values of phrases obtained by replacing one of the words with a similar ...different from that of the ... See full document

... since the eventive or stative noun predicate (e.g.: take a look) may already have an existing role- set, or there is likely an existing, etymologically related verb roleset (e.g. verb roleset Look.01). Some other MWEs ... See full document

... of parallel corpora needed to train for instance a Statistical Machine Translation system (Koehn, 2010), in particular for less widely- resourced ...monolingual corpora in the target language ...a ... See full document

... in multi- ple languages has received considerable attention from the research ...comparable corpora in many different languages of the world (Udupa et ...equivalents from comparable ... See full document

... missing from the grammar-lexicon debate, however, and from the MWE literature more broadly, is electrophysiological evidence pertinent to the processing of those MWEs that are literal and compositional in ... See full document

... Table 1 shows ranked examples extracted from the source and target corpus for the first pattern. The entries are ranked by final score, more likely translations appear on the top of the table and the correct ones ... See full document

... very small improvement of the Perfect strategy over the Best shows that, at least for Wordnet over texts with an MWE distribution similar to Semcor, there is little to be gained even from a ... See full document

... terminology extraction from special- ized comparable ...ing word embeddings and the multiple proposed variants to specialized domains as well as to other ... See full document