Technology
Information about AI from the News, Publications, and Conferences
Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis
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) …
Universal Rates for Active Learning
Neural Information Processing Systems
In this work we study the problem of actively learning binary classifiers from a given concept class, i.e., learning by utilizing unlabeled data and submitting targeted queries about their labels to a domain expert. We evaluate the quality of our solutions by considering the learning curves they induce, i.e., the rate of
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Israel (0.04)
TOA: Task-oriented Active VQA
Neural Information Processing Systems
Recently large language models like GPT -3 have shown encouraging performance as implicit knowledge source and revealed planning abilities.
- Europe > Switzerland > Zürich > Zürich (0.14)
- Asia > Middle East > Israel (0.04)
- North America > Canada > Ontario > Toronto (0.14)
- North America > United States > Massachusetts > Hampshire County > Amherst (0.04)
- North America > United States > California > Santa Cruz County > Santa Cruz (0.04)
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- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Personal Assistant Systems (0.67)
- Information Technology > Information Management (0.67)
- Information Technology > Data Science > Data Mining > Big Data (0.48)
- Asia > China > Beijing > Beijing (0.05)
- North America > United States > Virginia (0.04)
- North America > Canada > Ontario > Toronto (0.04)
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- Asia > China > Beijing > Beijing (0.04)
- Asia > Middle East > Republic of Türkiye > Karaman Province > Karaman (0.04)
- Asia > China > Guangdong Province > Guangzhou (0.04)
- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Education (1.00)
- North America > United States > Virginia (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
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