by | Apr 16, 2024 | Uncategorized
The role of technology must be to make the future brighter, but that’s not always the result of the innovations humanity has come up with over the centuries. With the climate crisis causing major concerns worldwide, the only way out of the current mess is through...
by | Apr 16, 2024 | Uncategorized
The absence of a standardized benchmark for Graph Neural Networks GNNs has led to overlooked pitfalls in system design and evaluation. Existing benchmarks like Graph500 and LDBC need to be revised for GNNs due to differences in computations, storage, and reliance on...
by | Apr 16, 2024 | Uncategorized
Large language models (LLMs) are widely used in search engines to provide natural language responses based on users’ queries. Traditional search engines perform well in retrieving relevant pages but cannot compute the information and present it as a coherent response....
by | Apr 15, 2024 | Uncategorized
LLMs are expanding beyond their traditional role in dialogue systems to perform tasks actively in real-world applications. It is no longer science fiction to imagine that many interactions on the internet will be between LLM-powered systems. Currently, humans verify...
by | Apr 15, 2024 | Uncategorized
As climate change continuously threatens our planet and the existence of life on it, integrating machine learning (ML) and artificial intelligence (AI) into this arena offers promising solutions to predict and mitigate its impacts effectively. Let’s examine how ML...
by | Apr 15, 2024 | Uncategorized
In the realm of artificial intelligence, the emergence of powerful autoregressive (AR) large language models (LLMs), like the GPT series, has marked a significant milestone. Despite facing challenges such as hallucinations, these models are hailed as substantial...
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