[PDF] Top 20 Using bilingual word embeddings for multilingual collocation extraction
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Using bilingual word embeddings for multilingual collocation extraction
... which word combinations are allowed in a specific linguistic variety (Altenberg and Granger, 2001; Alonso- Ramos et ...of multilingual equivalent collocations could be use- ful for different applications ... See full document
10
Collocation Extraction Using Monolingual Word Alignment Method
... Statistical bilingual word alignment has been well studied in the context of machine trans- ...the bilingual word alignment algorithm to monolingual scenario to extract collocations from ... See full document
9
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs
... languages, multilingual methods have been ...with multilingual co- occurrence counts weighted by probabilistic dictio- ...uses bilingual dictionaries to cluster translations and then train the ... See full document
13
Multilingual Training of Crosslingual Word Embeddings
... building bilingual word embeddings. Our multilingual word embeddings, on the other hand, map both Italian and Spanish to the same space without using any direct ... See full document
11
Learning Multilingual Word Embeddings Using Image Text Data
... producing multilingual embeddings has relied on crosslingual human-labeled data, such as bilingual lexicons (Mikolov et ...largely bilingual due to either limitations of methods or the ... See full document
10
Learning bilingual word embeddings with (almost) no bilingual data
... For the remaining errors, all systems tend to propose translations that have some degree of re- lationship with the correct ones, including near- synonyms (e.g. guidelines → raccomandazioni), antonyms (e.g. sender → ... See full document
12
Deep Multilingual Correlation for Improved Word Embeddings
... to bilingual representations, ...and bilingual objective (Zou et ...learning bilingual representations without using word alignments (Chandar et ...learning bilingual lexicons ... See full document
7
Multilingual Models for Compositional Distributed Semantics
... on word- aligned parallel data to transfer embeddings from one language to ...inducing bilingual lexica using monolingual feature repre- sentations and a small initial lexicon to bootstrap ... See full document
11
An Automatic Learning of an Algerian Dialect Lexicon by using Multilingual Word Embeddings
... The NLP community, which started few years ago to pay at- tention to Arabic dialects, is faced to the lack of resources. To remedy to this problem, the researchers often created them from scratch. Creating automatically ... See full document
7
Bilingual Collocation Extraction Based on Syntactic and Statistical Analyses
... Automatic extraction of monolingual and bilingual collocations is important for many applications, including natural language generation, word sense disambiguation, machine translation, lexicography, ... See full document
20
Bilingual Collocation Extraction Based on Syntactic and Statistical Analyses
... a collocation and its paraphrasing translation counterpart, that is ...the bilingual collocation (“擠破頭”, “ stop at nothing”) in Example 1, it is not going to help looking into the statistical ... See full document
23
Bilingual Embeddings and Word Alignments for Translation Quality Estimation
... bigram extraction since case changes are mostly rightful and important post-edits when translating into ...target word positioned before the first target word are ... See full document
8
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
... gual word embeddings ...shared bilingual word embedding space (SBWES) where words from both languages are represented in a uniform language-independent manner such that similar words ... See full document
11
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction
... We propose a novel model which can be used to align the sentences of two differ- ent languages using neural architectures. First, we train our model to get the bilin- gual word embeddings and then, ... See full document
6
Accurate Collocation Extraction Using a Multilingual Parser
... n-best extraction results, for a given n (in our experiment, n varies from 50 to 500 at intervals of 50) are checked in each case for grammatical well-formedness and for ...compound, collocation, idiom or ... See full document
8
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora
... Bilingual lexicon extraction from comparable cor- pora has shown substantial growth since the sem- inal work of Fung (1995) and Rapp (1995). Com- parable corpora, which are comprised of texts sharing common ... See full document
9
Beyond Bilingual: Multi sense Word Embeddings using Multilingual Context
... – multilingual dis- tributional information and nonparametric sense modeling – allow us to disambiguate multiple senses using far less data than is necessary for pre- vious ...small multilingual cor- ... See full document
10
Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings
... Various methods have been proposed to generate bilingual embeddings. One class of methods learn mappings to transform words from one monolin- gual model to another, using some form of dic- tionary ... See full document
6
GlobalTrait: Personality Alignment of Multilingual Word Embeddings
... CNN using multilingual embeddings plus the GlobalTrait aligned embeddings In both ‘-multi’ and ‘-GlobalTrait’, models, the training set includes both the English and the source language’s ... See full document
8
Learning to Respond to Mixed code Queries using Bilingual Word Embeddings
... a bilingual word embedding beforehand, (ii) searching for similar L2 words for L1 keyword in the embed- ding space, (iii) convert and expanding the mixed- code query for retrieving relevant phrases and sen- ... See full document
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