9/ Comparing Physicians vs ChatGPT – investigates if ChatGPT can provide quality responses to patient questions; finds that chatbot responses were preferred over physician responses and rated higher in terms of both quality and empathy.
@dair_ai
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ChatGPT Information Extraction Performance Assessment
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8/ ChatGPT for Information Extraction – provides a deeper assessment of ChatGPT's performance on the important information extraction task.
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Practical Guide to Harnessing LLMs: Applications and Limitations
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5/ Harnessing the Power of LLMs – a comprehensive and practical guide for practitioners working with LLMs; discusses many use cases with practical applications and limitations of LLMs in real-world scenarios.
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AudioGPT Enables Spoken Dialogue Through Audio Modality Integration
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6/ AudioGPT – connects ChatGPT with audio foundational models to handle challenging audio tasks and a modality transformation interface to enable spoken dialogue.
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Top ML Papers Week: AudioGPT, Agents, Transformers, Self-Supervised Learning
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Top ML Papers of the Week (April 24 – 30): – AudioGPT
– Track Anything
– Agents Learn Soccer Skills
– Harnessing the Power of LLMs
– Scaling Transformer to 1M tokens
– A Cookbook of Self-Supervised Learning
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Deep Reinforcement Learning Enables Soccer Skills for Humanoid Robot
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1/ Agents Learn Soccer Skills – applies deep reinforcement learning to synthesize agile soccer skills for a miniature humanoid robot; the resulting policy allows dynamic movement skills such as fast recovery, walking, and kicking.https://t.co/A6Yaif0vOs
— DAIR.AI (@dair_ai) 30 avril 20231/ Agents Learn Soccer Skills – applies deep reinforcement learning to synthesize agile soccer skills for a miniature humanoid robot; the resulting policy allows dynamic movement skills such as fast recovery, walking, and kicking.
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Latent Diffusion Models for High-Resolution Video Generation
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10/ Video Latent Diffusion Models – applies latent diffusion models to high-resolution video generation; validates the model on creative content creation and real driving videos of 512 x 1024 and achieves state-of-the-art performance.https://t.co/8KIUSpH1Rs
— DAIR.AI (@dair_ai) 23 avril 202310/ Latent Diffusion Models – applies latent diffusion models to high-resolution video generation; validates the model on creative content creation and real driving videos of 512 x 1024 and achieves state-of-the-art performance.
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ChatGPT Applications Opportunities and Threats Overview
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8/ Overview of ChatGPT applications, opportunities, and threats
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Chameleon: Compositional Reasoning Framework for LLM Tool Integration
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9/ Chameleon – a plug-and-play compositional reasoning framework that augments LLMs and can infer the appropriate sequence of tools to compose and execute in order to generate final responses; achieves 87% accuracy on ScienceQA and 99% on TabMWP.