marktechpost

Google AI Introduces Gemini Embedding: A Novel Embedding Model Initialized from the Powerful Gemini Large Language Model

Recent advancements in embedding models have focused on transforming general-purpose text representations for diverse applications like semantic similarity, clustering, and classification. Traditional ...
IEEE

EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning

Abstract: Massively multilingual sentence representation models, e.g., LASER, SBERT-distill, and LaBSE, help significantly improve cross-lingual downstream tasks. However, the use of a large amount of ...
GitHub

Accuracy drops from very high to 0 after very few steps on T5 encoder model

I am trying to train a model with MultipleNegativesRankingLoss on a bilingual dataset with 150k sentences. The training works well if I use LaBSE as a base model and it reaches very high precision ...
GitHub

How to load the parallel data to fine tune the pre-trained model "LaBSE"?

I want to use the Class "ParallelSentencesDataset" to load my very big parallel data to fine tune the pre-trained model "LaBSE". But when I used it , it seems that this Class "ParallelSentencesDataset ...
BBC

Siyaasa Itoophiyaa: Manni Maree Ministerootaa guutummaa Itoophiyaatti labsii yeroo muddamaa labse

Manni Maree Ministerotaa Itoophiyaa guutummaa biyyattiitti hojiirra kan oolu labsii yeroo muddamaa akka labsamu murteesse. Manni marichaa wal gahii ariifachiisaaa har'a gaggeesseen labsiin yeroo ...
BBC

Paarlaamaan Itoophiyaa 'Shanee' fi TPLF shororkeessitoota jechuun labse

Manni Maree Bakka Bu'oota Uummata Itoophiyaa walgahii har'a taa'een ABUT/TPLF fi 'Shaneen' shororkeessitoota jechuun labse. Manni marichaa walgahii idilee har'aatiin yaada murtee Manni Maree ...