The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

AI Trends 2023: Natural Language Proc - ChatGPT, GPT-4 and Cutting Edge Research with Sameer Singh - #613

Jan 23, 2023

In a fascinating discussion, Sameer Singh, an NLP expert and associate professor at UC Irvine, dives into the whirlwind world of AI advancements. He unpacks the transformative impact of ChatGPT and large language models, highlighting the importance of structured reasoning and clean data. Sameer also critiques the Galactica model with a nod to the public's expectations, explores practical uses like Copilot, and shares predictions for AI trends in 2023. His insights shed light on the evolving landscape of voice assistants and the intricate relationship between AI and search.

01:45:45

Creator website

Episode guests

Sameer Singh

Highlights

AI Chapters

Episode notes

The Many Faces of Bullshitting

01:42

What's the Difference Between Decomposed and Successive Prompting?

02:00

The Importance of Editing Models for Language Generation

01:22

Commercial Developments for GPT-3

01:20

Intro

2min

Advancements in NLP: Unpacking Large Language Models

17min

Enhancing Voice Assistants with Language Models

15min

Navigating Reinforcement Learning from Human Feedback

6min

Advancements in NLP: Models and Techniques

14min

Navigating Expectations: The Journey of Language Models

8min

Advancements in Large Language Models

4min

The Future of AI in Search: Opportunities and Challenges

2min

Unpacking GPT-3: Impact and Integration

9min

10.

Future Directions in Language Models

14min

11.

The Future of Language Editing Models

4min

12.

Key Players in NLP for 2023

10min

Today we continue our AI Trends 2023 series joined by Sameer Singh, an associate professor in the department of computer science at UC Irvine and fellow at the Allen Institute for Artificial Intelligence (AI2). In our conversation with Sameer, we focus on the latest and greatest advancements and developments in the field of NLP, starting out with one that took the internet by storm just a few short weeks ago, ChatGPT. We also explore top themes like decomposed reasoning, causal modeling in NLP, and the need for “clean” data. We also discuss projects like HuggingFace’s BLOOM, the debacle that was the Galactica demo, the impending intersection of LLMs and search, use cases like Copilot, and of course, we get Sameer’s predictions for what will happen this year in the field.

The complete show notes for this episode can be found at twimlai.com/go/613.

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.