First, the model is directly trained with the African samples (yellow). Second, the model is trained using only the large Spanish dataset (red). Finally, the pre-trained Spanish model is fine ...
WhatsApp: +86 18221755073Abstract: Machine translation (MT) model training is difficult for low-resource languages, such African-diaspora Creole languages, because of data scarcity. Cross-lingual data augmentation methods with knowledge transfer from related high-resource languages are a common technique to overcome this disadvantage.
WhatsApp: +86 18221755073Sewing machines, she notes, arrived in Africa around the same time as the camera. They were a means of economic power, much as they are today. ... My model is the Arab Image Foundation [in Lebanon ...
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WhatsApp: +86 18221755073In this work we present AFRIGAN, a generative adversarial model for contemporary African fashion images. AFRIGAN can be leveraged as a tool for realistic …
WhatsApp: +86 18221755073The machine learning (ML) paradigm has gained much popularity today. Its algorithmic models are employed in every field, such as natural language processing, …
WhatsApp: +86 18221755073finetuned in a single model. 2.2 African Language Models A few LMs support some African languages. We provide an overview below: mBERT (Devlin et al.,2019) is a multilingual vari-ant of BERT trained on 104 languages including 4 African languages. AfriBERTa (Ogueji et al.,2021) is a language model focused on 11 African languages, …
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WhatsApp: +86 18221755073Predicting Contraceptive Usage for Married African Women Residing in Rural Areas: A Comparative Study of Deep Learning and Machine Learning Models with XAI Insights May 2023 DOI: 10.21203/rs.3.rs ...
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WhatsApp: +86 18221755073Generative Models for Decision Making: 5th Workshop on African Natural Language Processing (AfricaNLP 2024) Integrating Generative and Experimental Platforms or Biomolecular Design: Workshop on Large Language Models for Agents: Machine Learning for Genomics Explorations (MLGenX) Navigating and Addressing Data …
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WhatsApp: +86 18221755073Kaneko et al. [9] recently proposed a crop yield study focusing on African countries.They used a deep learning architecture on satellite image data to predict …
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WhatsApp: +86 18221755073The present study is novel in its choice of input parameters. While previous research has explored various computational techniques and machine learning models for predicting the UCS of rocks, few studies have examined the use of machine learning models for predicting UCS values from a combination of mechanical properties of …
WhatsApp: +86 18221755073We had promising results with both models when using three machine learning models. we found that decision tree model(𝑅2 = 95,3%) performs better than the K-Nearest Neighbor model(𝑅2 = 93, 15%) and the logistic regression(𝑅2 = 89, 78%). ... Charles Lebon Mberi, Crops Yield Prediction Based on Machine Learning Models: Case of West ...
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WhatsApp: +86 18221755073African swine fever virus (ASFV) causes a highly contagious and severe hemorrhagic viral disease with high mortality in domestic pigs of all ages. ... Results from the present study suggest that molecular docking and machine learning models can play an important role in identifying potential antiviral drugs against ASFVs. African swine …
WhatsApp: +86 18221755073Malaria remains a serious obstacle to socio-economic development in Africa. It was estimated that about 90% of the deaths occurred in Africa, where various factors such as ecosystem and climate conditions are favorable to species of mosquitoes transmitting the malaria parasite. ... This research proposes a machine learning-based …
WhatsApp: +86 18221755073African languages are numerous, complex and low-resourced. The datasets required for machine translation are difficult to discover, and existing research is hard to reproduce.
WhatsApp: +86 18221755073Africa has over 2000 languages and yet is one of the least represented in NLP research. The rise in ML community efforts on the African continent has led to a vibrant NLP community. ... Spotlight Talk 4 : Machine Translation For African Languages: Community Creation Of Datasets And Models In Uganda ...
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WhatsApp: +86 18221755073On Wednesday Meta, the giant tech company formerly known as Facebook announced that it has built and open-sourced 'No Language Left Behind' NLLB-200, a single AI model that is the first to ...
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