zhao song
Information about AI from the News, Publications, and Conferences
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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
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InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu1 Tong Y u 2 Rui Wang 3 Zhao Song
Neural Information Processing Systems
However, recent works reveal that it is non-trivial to find a proper initialization of the prompt tokens.
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726ab29b61a749b36d2593648716ae3c-Paper-Conference.pdf
Neural Information Processing Systems
Hence, the performance of LLMs in various NLP tasks depends significantly onthecrucial roleplayedbytheattention mechanism with thesoftmaxunit.
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models
Neural Information Processing Systems
To train an LLM, one needs to alternatingly run'forward' computations and'backward' computations.
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Provable Non-linear Inductive Matrix Completion
Kai Zhong, Zhao Song, Prateek Jain, Inderjit S. Dhillon
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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