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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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Transcendence: Generative Models Can Outperform The Experts That Train Them
Neural Information Processing Systems
Therefore, when trained on data generated by humans, we may not expect the artificial model to outperform the humans on their original objectives.
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Guiding Large Language Models via Directional Stimulus Prompting
Neural Information Processing Systems
T5) to generate an auxiliary directional stimulus prompt for each input instance.
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
Neural Information Processing Systems
On User-Generated Content (UGC) platforms, recommendation algorithms significantly impact creators' motivation to produce content as they compete for
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Reducing Transformer Key-Value Cache Size with Cross-Layer Attention William Brandon
Neural Information Processing Systems
Key-value (KV) caching plays an essential role in accelerating decoding for transformer-based autoregressive large language models (LLMs).
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Disentangling Linear Quadratic Control with Untrusted ML Predictions Tongxin Li1 Hao Liu
Neural Information Processing Systems
We study the problem of online decision-making with predictions.
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