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- Weekly AI and NLP News — February 13th 2023
Weekly AI and NLP News — February 13th 2023
Bard, SpeechT5, and generative AI for video
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Here are your weekly articles, guides, and news about NLP and AI chosen for you by NLPlanet!
😎 News and Guides From The Web
Bard is the Google alternative to ChatGPT. Bard seeks to combine the breadth of the world’s knowledge with the power, intelligence, and creativity of our large language models.
Google Stock Plunge Erases $100 Billion After Bard Gives Wrong Answer In Ad
Hugging Face releases SpeechT5, a model able to do speech-to-text, text-to-speech, and speech-to-speech.
A comprehensive list of 100+ products using prompting, divided by category.
Understanding Large Language Models: A Transformative Reading List.
Runway new product Gen-1 uses words and images to generate new videos out of existing ones.
Announcing the launch of the Medical AI Research Center (MedARC). Work on creating a foundational model in Medical AI.
🔬 Interesting Papers
What learning algorithm is in-context learning? Investigations with linear models. The authors investigate the hypothesis that transformer-based in-context learners implement standard learning algorithms implicitly.
A Categorical Archive of ChatGPT Failures. Ten categories of failures, including reasoning, factual errors, math, coding, and bias.
Toolformer: Language Models Can Teach Themselves to Use Tools.
The unreasonable effectiveness of few-shot learning for machine translation.
Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning. Examining the in-context learning phenomenon through a Bayesian lens, viewing large language models as topic models.
⌨ Interesting Repositories
AI Expert Roadmap: a set of charts demonstrating the paths that you can take and the technologies that you would want to adopt in order to become a data scientist, machine learning or an AI expert.
GraphGPT: from natural language to knowledge graphs leveraging large language models.
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