by | Feb 29, 2024 | Uncategorized
The rapidly developing field of Artificial Intelligence (AI) has seen a major advancement in technologies, including generative AI, deep neural networks, and Large Language Models (LLMs). AI has a wide range of effects on society, including effects on production,...
by | Feb 29, 2024 | Uncategorized
A significant challenge confronting the deployment of LLMs is their susceptibility to adversarial attacks. These are sophisticated techniques designed to exploit vulnerabilities in the models, potentially leading to the extraction of sensitive data, misdirection,...
by | Feb 29, 2024 | Uncategorized
Data scarcity in low-resource languages can be mitigated using word-to-word translations from high-resource languages. However, bilingual lexicons typically need more overlap with task data, leading to inadequate translation coverage. Extremely low-resource languages...
by | Feb 29, 2024 | Uncategorized
Artificial intelligence has witnessed a remarkable shift towards integrating multimodality in large language models (LLMs), a development poised to revolutionize how machines understand and interact with the world. This shift is driven by the understanding that the...
by | Feb 29, 2024 | Uncategorized
Reka addresses the need for advanced language and vision models with their state-of-the-art multimodal and multilingual language model, Reka Flash. It can perform excellently on various benchmarks of LLM even with a smaller model, Reka Edge, with just 7B of trainable...
by | Feb 29, 2024 | Uncategorized
In the interdisciplinary field of biomedical research, the advent of foundation models (FMs) has significantly enhanced our ability to process and analyze large volumes of unlabeled data across various tasks. Despite their prowess, FMs in the biomedical domain have...
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