This is the Linux app named MUSE whose latest release can be downloaded as MUSEsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named MUSE with OnWorks for free.
このアプリを実行するには、次の手順に従ってください。
-1。このアプリケーションをPCにダウンロードしました。
--2。ファイルマネージャーhttps://www.onworks.net/myfiles.php?username=XXXXXに必要なユーザー名を入力します。
-3。このアプリケーションをそのようなファイルマネージャにアップロードします。
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-5。起動したばかりのOnWorksLinux OSから、必要なユーザー名でファイルマネージャーhttps://www.onworks.net/myfiles.php?username=XXXXXにアクセスします。
-6。アプリケーションをダウンロードし、インストールして実行します。
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ミューズ
DESCRIPTION
MUSE is a framework for learning multilingual word embeddings that live in a shared space, enabling bilingual lexicon induction, cross-lingual retrieval, and zero-shot transfer. It supports both supervised alignment with seed dictionaries and unsupervised alignment that starts without parallel data by using adversarial initialization followed by Procrustes refinement. The code can align pre-trained monolingual embeddings (such as fastText) across dozens of languages and provides standardized evaluation scripts and dictionaries. By mapping languages into a common vector space, MUSE makes it straightforward to build cross-lingual applications where resources are scarce for some languages. The training and evaluation pipeline is lightweight and fast, so experimenting with different languages or initialization strategies is easy. Beyond dictionary induction, the learned embeddings are often used as building blocks for downstream tasks like classification, retrieval, or machine translation.
オプション
- Supervised and unsupervised cross-lingual embedding alignment
- Adversarial initialization with Procrustes refinement
- Ready-made evaluation scripts and bilingual dictionaries
- Support for dozens of languages and fast experimentation
- Works with common monolingual embeddings like fastText
- Outputs reusable aligned spaces for retrieval and transfer
プログラミング言語
Python
カテゴリー
This is an application that can also be fetched from https://sourceforge.net/projects/muse.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
