LASER (Language-Agnostic SEntence Representations)

URI: https://gptkb.org/entity/LASER_(Language-Agnostic_SEntence_Representations)
GPTKB entity
Statements (33)
Predicate Object
gptkbp:instanceOf sentence embedding model
gptkbp:architecture BiLSTM encoder
Byte-Pair Encoding (BPE)
gptkbp:author gptkb:Holger_Schwenk
Matthijs Douze
gptkbp:citation 2019
gptkbp:developedBy gptkb:Facebook_AI_Research
gptkbp:embeddingDimension 1024
https://www.w3.org/2000/01/rdf-schema#label LASER (Language-Agnostic SEntence Representations)
gptkbp:input sentence
gptkbp:license gptkb:MIT_License
gptkbp:memiliki_tugas machine translation
cross-lingual information retrieval
multilingual sentence embedding
gptkbp:notableFor language-agnostic sentence embeddings
gptkbp:notablePublication LASER: Language-Agnostic SEntence Representations
gptkbp:openSource true
gptkbp:output gptkb:Vector
gptkbp:releaseYear 2019
gptkbp:repository https://github.com/facebookresearch/LASER
gptkbp:supportsLanguage gptkb:Arabic
gptkb:Chinese
gptkb:French
gptkb:German
gptkb:Hindi
gptkb:Russian
gptkb:Spanish
English
over 90 languages
gptkbp:usedFor zero-shot cross-lingual transfer
gptkbp:bfsParent gptkb:Holger_Schwenk
gptkb:Alexis_Conneau
gptkbp:bfsLayer 7