New AI Research Presents AttrPrompt: An LLM as a Training Data Generator for a New Paradigm in Zero-Shot Learning

New AI Research Presents AttrPrompt: An LLM as a Training Data Generator for a New Paradigm in Zero-Shot Learning

https://arxiv.org/abs/2306.15895 The performance of large language models (LLM) has been impressive in many different natural language processing (NLP) applications. In recent studies, LLMs have been proposed as generators of task-specific training data to reduce the need for task-specific data and annotations, particularly for text classification. While these efforts have demonstrated the utility of LLMs as … Read more

TechCrunch+ Roundup: AI Vertical, Crypto Losses Declining, Machine Learning Investor Survey

Coit Tower in San Francisco, California lit up with stars and stripes to celebrate the 4th of July!

Image credits: matthewgamble27 / Getty Images According to Paris Heymann, partner at Index Ventures, the current wave of AI-powered products and services can be divided into three tiers: Foundation models AI infrastructure AI applications Some of these applications will be largely horizontal, he writes in TC+, but many AI applications will also be vertical or … Read more

Decoding Repetitive Negative Thoughts: Machine Learning Predicts Rumination Neuroscience News

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Summary: A team of researchers has developed a predictive model for recognizing patterns of persistent negative thinking, or rumination, using machine learning. The researchers hypothesized that the variance in dynamic connectivity between some brain regions, such as the dorsal medial prefrontal cortex (dmPFC), could be associated with rumination. Brain activity was measured in the participants … Read more