Bilingual Lexicon Induction

19 papers with code • 0 benchmarks • 0 datasets

Translate words from one language to another.

Datasets


Latest papers without code

Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring

no code yet • ACL 2021

Recent research on cross-lingual word embeddings has been dominated by unsupervised mapping approaches that align monolingual embeddings.

Bilingual Lexicon Induction Word Embeddings

Cross-Lingual Word Embedding Refinement by $\ell_1$ Norm Optimisation

no code yet • NAACL 2021

It is therefore recommended that this strategy be adopted as a standard for CLWE methods.

Bilingual Lexicon Induction Cross-Lingual Transfer +2

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph

no code yet • NAACL 2021

That is, we can only access training data in a high-resource language, while need to answer multilingual questions without any labeled data in target languages.

Bilingual Lexicon Induction Question Answering +1

Word Embedding Transformation for Robust Unsupervised Bilingual Lexicon Induction

no code yet • 26 May 2021

Embeddings of two languages are made to match with each other by rotating and scaling.

Bilingual Lexicon Induction Word Embeddings

Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment

no code yet • ACL 2021

Bilingual lexicons map words in one language to their translations in another, and are typically induced by learning linear projections to align monolingual word embedding spaces.

Bilingual Lexicon Induction Word Alignment

Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring

no code yet • 31 Dec 2020

Recent research on cross-lingual word embeddings has been dominated by unsupervised mapping approaches that align monolingual embeddings.

Bilingual Lexicon Induction Word Embeddings

Joint Training for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora

no code yet • Joint Conference on Lexical and Computational Semantics 2020

In this paper, we propose a novel method for learning cross-lingual word embeddings, that incorporates sub-word information during training, and is able to learn high-quality embeddings from modest amounts of monolingual data and a bilingual lexicon.

Bilingual Lexicon Induction Classification +3

Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora

no code yet • COLING 2020

In this paper, we contrast several data selection techniques to improve bilingual lexicon induction from specialized comparable corpora.

Bilingual Lexicon Induction Data Augmentation

Morphologically Aware Word-Level Translation

no code yet • COLING 2020

We propose a novel morphologically aware probability model for bilingual lexicon induction, which jointly models lexeme translation and inflectional morphology in a structured way.

Bilingual Lexicon Induction