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    Deep Papers

    Deep Papers

    Deep Papers

    ratings:
    Length:
    23 episodes
    Language:
    English
    Format:
    Podcast

    Description

    Deep Papers is a podcast series featuring deep dives on today’s seminal AI papers and research. Hosted by Arize AI founders and engineers, each episode profiles the people and techniques behind cutting-edge breakthroughs in machine learning. 
    Language:
    English
    Format:
    Podcast

    Episodes1 - 10 of 23 episodes

    Title

    Breaking Down EvalGen: Who Validates the Validators?

    Due to the cumbersome nature of human evaluation and limitations of code-based evaluati...

    44 minutes
    		May 13, 2024

    Keys To Understanding ReAct: Synergizing Reasoning and Acting in Language Models

    This week we explore ReAct, an approach that enhances the reasoning and decision-making...

    45 minutes
    		Apr 26, 2024

    Demystifying Chronos: Learning the Language of Time Series

    This week, we’ve covering Amazon’s time series model: Chronos. Developing accurate mach...

    44 minutes
    		Apr 04, 2024

    Anthropic Claude 3

    This week we dive into the latest buzz in the AI world – the arrival of Claude 3. Claud...

    43 minutes
    		Mar 25, 2024

    Reinforcement Learning in the Era of LLMs

    We’re exploring Reinforcement Learning in the Era of LLMs this week with Claire Longo, ...

    44 minutes
    		Mar 15, 2024

    Sora: OpenAI’s Text-to-Video Generation Model

    This week, we discuss the implications of Text-to-Video Generation and speculate as to ...

    45 minutes
    		Mar 01, 2024

    RAG vs Fine-Tuning

    This week, we’re discussing "RAG vs Fine-Tuning: Pipelines, Tradeoff, and a Case Study ...

    39 minutes
    		Feb 08, 2024

    HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels

    We discuss HyDE: a thrilling zero-shot learning technique that combines GPT-3’s languag...

    36 minutes
    		Feb 02, 2024

    Phi-2 Model

    We dive into Phi-2 and some of the major differences and use cases for a small language...

    44 minutes
    		Feb 02, 2024

    A Deep Dive Into Generative's Newest Models: Gemini vs Mistral (Mixtral-8x7B)–Part I

    For the last paper read of the year, Arize CPO & Co-Founder, Aparna Dhinakaran, is join...

    47 minutes
    		Dec 27, 2023