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Contenu fourni par Alexandra Petrus. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par Alexandra Petrus ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
Similaire à Applied AI Pod
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NLP, Speech Tech, Transformer Models, w/ Marc von Wyl, Algolia, E30
Manage episode 305978303 series 2624979
Contenu fourni par Alexandra Petrus. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par Alexandra Petrus ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
- 01:15 - How does NLP work?
- 04:05 - How do Transformer-based NLP models work?
- 08:20 - How to look at unstructured data to take advantage of it more.
- 12:00 - How to leverage ML to bring more to unstructured data?
- 15:25 - Approach for low resources languages.
- 23:25 - Word embeddings for common reasoning needs.
- 26:55 - Techniques to follow to improve error and ambiguity in training data or for a model in general.
- 30:10 - Are GPTs leading effort in the field in a wrong direction?
- 34:15 - Is DeepLearning the end of AI?
- 37:20 - What are some good NLP metrics to watch?
- 42:05 - How do we get past transactional queries to conversational queries?
- 52:00 - Is the Turing test still relevant for NLP or has it become obsolete?
References:
- AI-Powered Search referenced in respect of text not being unstructured.
- Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
- Rethinking Search:Making Experts out of Dilettantes Common sense reasoning
- TWIML AI podcast 518 with Yejin Choi
- DARPA's Explainable AI Project
- EPITA is an engineering school in Paris.
- Marc's LinkedIn profile.
33 episodes
Partager
Manage episode 305978303 series 2624979
Contenu fourni par Alexandra Petrus. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par Alexandra Petrus ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
- 01:15 - How does NLP work?
- 04:05 - How do Transformer-based NLP models work?
- 08:20 - How to look at unstructured data to take advantage of it more.
- 12:00 - How to leverage ML to bring more to unstructured data?
- 15:25 - Approach for low resources languages.
- 23:25 - Word embeddings for common reasoning needs.
- 26:55 - Techniques to follow to improve error and ambiguity in training data or for a model in general.
- 30:10 - Are GPTs leading effort in the field in a wrong direction?
- 34:15 - Is DeepLearning the end of AI?
- 37:20 - What are some good NLP metrics to watch?
- 42:05 - How do we get past transactional queries to conversational queries?
- 52:00 - Is the Turing test still relevant for NLP or has it become obsolete?
References:
- AI-Powered Search referenced in respect of text not being unstructured.
- Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
- Rethinking Search:Making Experts out of Dilettantes Common sense reasoning
- TWIML AI podcast 518 with Yejin Choi
- DARPA's Explainable AI Project
- EPITA is an engineering school in Paris.
- Marc's LinkedIn profile.
33 episodes
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Similaire à Applied AI Pod
Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
The Fragmented Podcast is the leading Android developer podcast started by Kaushik Gopal & Donn Felker. Our goal is to help you become a better Android Developer through conversation & to capture the zeitgeist of Android development. We chat about topics such as Testing, Dependency Injection, Patterns and Practices, useful libraries, and much more. We will also be interviewing some of the top developers out there. Subscribe now and join us on the journey of becoming a better Android Developer.
…
continue reading
Stay current on JavaScript, Node, and Front-End development. Learn from experts in programming, careers, and technology every week. Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
"web3 with a16z" is a show about the next generation of the internet, and about how builders and users -- whether artists, coders, creators, developers, companies, organizations, or communities -- now have the ability to not just "read" (web1) + "write" (web2) but "own" (web3) pieces of the internet, unlocking a new wave of creativity and entrepreneurship. Brought to you by a16z crypto, this show is the definitive resource for understanding and going deeper on all things crypto and web3. Fro ...
…
continue reading
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
continue reading
Investor Shayle Kann is asking big questions about how to decarbonize the planet: How cheap can clean energy get? Will artificial intelligence speed up climate solutions? Where is the smart money going into climate technologies? Every week on Catalyst, Shayle explains the world of climate tech with prominent experts, investors, researchers, and executives. Produced by Latitude Media.
…
continue reading
The Greatness Machine is on a Quest to Maximize the Human Experience! Join Award Winning CEO and Author, Darius Mirshahzadeh (pron. Mer-shaw-za-day), as he interviews some of the greatest minds in the world―turning their wisdom and experience into learnings and advice you can use in your life so that you can level up and create greatness. Join Darius as he goes deep with guests like: Moby, Seth Godin, Gabby Reece, Amanda Knox, UFC Ring Announcer Bruce Buffer, Former FBI Negotiator Chris Voss ...
…
continue reading
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
…
continue reading
Player FM - Application Podcast
Mettez-vous hors ligne avec l'application Player FM !
Mettez-vous hors ligne avec l'application Player FM !
