GPT-3
Yale Song: Foundation models for vision
Large models pretrained on immense quantities of text have been proven to provide strong foundations for solving specialized language tasks. My biggest hope for AI in 2022 is...
GPT-3
Yale Song: Foundation models for vision
Large models pretrained on immense quantities of text have been proven to provide strong foundations for solving specialized language tasks. My biggest hope for AI in 2022 is...
GPT-3
Yoav Shoham: Language models that reason
I believe that natural language processing in 2022 will re-embrace symbolic reasoning, harmonizing it with the statistical operation of modern neural networks. Let me explain what I mean by this.
GPT-3
Yoav Shoham: Language models that reason
I believe that natural language processing in 2022 will re-embrace symbolic reasoning, harmonizing it with the statistical operation of modern neural networks. Let me explain what I mean by this.
GPT-3
Alexei Efros: Learning from the ground up
Things are really starting to get going in the field of AI. After many years (decades?!) of focusing on algorithms, the AI community is finally ready to accept the central role of data and the high-capacity models that are capable of taking advantage of this data.
GPT-3
Alexei Efros: Learning from the ground up
Things are really starting to get going in the field of AI. After many years (decades?!) of focusing on algorithms, the AI community is finally ready to accept the central role of data and the high-capacity models that are capable of taking advantage of this data.
GPT-3
Transformers Take Over: Transformers Applied to Vision, Language, Video, and More
In 2021, transformers were harnessed to discover drugs, recognize speech, and paint pictures — and much more.
GPT-3
Transformers Take Over: Transformers Applied to Vision, Language, Video, and More
In 2021, transformers were harnessed to discover drugs, recognize speech, and paint pictures — and much more.
GPT-3
Trillions of Parameters: Are AI models with trillions of parameters the new normal?
The trend toward ever-larger models crossed the threshold from immense to ginormous. Google kicked off 2021 with Switch Transformer, the first published work to exceed a trillion parameters, weighing in at 1.6 trillion.
GPT-3
Trillions of Parameters: Are AI models with trillions of parameters the new normal?
The trend toward ever-larger models crossed the threshold from immense to ginormous. Google kicked off 2021 with Switch Transformer, the first published work to exceed a trillion parameters, weighing in at 1.6 trillion.
GPT-3
GPT-3 for All: GPT-3 NLP Model is Available for Select Azure Users
Microsoft is making GPT-3 available to selected customers through its Azure cloud service.
GPT-3
GPT-3 for All: GPT-3 NLP Model is Available for Select Azure Users
Microsoft is making GPT-3 available to selected customers through its Azure cloud service.
GPT-3
Search Goes Multimodal: Google Upgrades its Search Algorithm with Multimodal AI
Google will upgrade its search engine with a new model that tracks the relationships between words, images, and, in time, videos — the first fruit of its latest research into multimodal machine learning and multilingual language modeling.
GPT-3
Search Goes Multimodal: Google Upgrades its Search Algorithm with Multimodal AI
Google will upgrade its search engine with a new model that tracks the relationships between words, images, and, in time, videos — the first fruit of its latest research into multimodal machine learning and multilingual language modeling.
GPT-3
Ask Me in a Different Way: Prompt Engineering Improves Few-Shot Learning Results
Pretrained language models like GPT-3 have shown notable proficiency in few-shot learning. Given a prompt that includes a few example questions and answers (the shots) plus an unanswered question (the task), such models can generate an accurate answer.
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