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- word2word
- Summary
- Supported Languages
- Methodology
- Building a Bilingual Lexicon on a Custom Parallel Corpus
- References
- GeneratedCaptionsTabForHeroSec
Easy-to-use word translations for 3,564 language pairs.
This is the official code accompanying our LREC 2020 paper.
•A large collection of freely & publicly available bilingual lexicons for 3,564 language pairs across 62 unique languages.
•Easy-to-use Python interface for accessing top-k word translations and for building a new bilingual lexicon from a custom parallel corpus.
We provide top-k word-to-word translations across all available pairs from OpenSubtitles2018. This amounts to a total of 3,564 language pairs across 62 unique languages.
The full list is provided here.
Our approach computes top-k word translations based on the co-occurrence statistics between cross-lingual word pairs in a parallel corpus. We additionally introduce a correction term that controls for any confounding effect coming from other source words within the same sentence. The resulting method is an efficient and scalable approach that allows us to construct large bilingual dictionaries from any given parallel corpus.
For more details, see the Methodology section of our paper.
The word2word package also provides interface for building a custom bilingual lexicon using a different parallel corpus. Here, we show an example of building one from the Medline English-French dataset:
When built from source, the bilingual lexicon can also be constructed from the command line as follows:
If you use word2word for research, please cite our paper:
All of our pre-computed bilingual lexicons were constructed from the publicly available OpenSubtitles2018 dataset:
word2word is a Python package that provides top-k word translations for 3,564 language pairs across 62 languages. It also allows users to build custom bilingual lexicons from parallel corpora using a simple approach.
27 de nov. de 2019 · word2word is a resource for extracting word translations from sentence-level parallel corpora in 62 languages. It provides a Python library for downloading and retrieving top-k word translations in 3,564 language pairs and custom corpora.
- Yo Joong Choe, Kyubyong Park, Dongwoo Kim
- arXiv:1911.12019 [cs.CL]
- 2019
- Computation and Language (cs.CL)
word2word is a dataset of word translations for 62 languages, constructed from a simple approach that yields high coverage and quality. It provides a Python interface for accessing and building bilingual lexicons from parallel corpora.
3 de ago. de 2024 · word2word is a resource for extracting word translations from sentence-level parallel corpora in 62 languages. It provides a Python library for downloading, retrieving and computing top-k word translations in 3,564 language pairs.
- Yo Joong Choe, Kyubyong Park, Dongwoo Kim
- 2019
27 de nov. de 2019 · word2word is a resource for extracting word translations from sentence-level parallel corpora in 62 languages. It provides a Python library for downloading, retrieving and computing top-k word translations in 3,564 language pairs.
word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs . We present word2word, a publicly available dataset and an open-source Python package for cross-lingual word translations extracted from sentence-level parallel corpora.
