Deep Papers
By Arize AI
Listen to a podcast, please open Podcast Republic app. Available on Google Play Store and Apple App Store.
Image by Arize AI
Category: Mathematics
Open in Apple Podcasts
Open RSS feed
Open Website
Rate for this podcast
Subscribers: 6
Reviews: 0
Episodes: 22
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.
| Episode | Date |
|---|---|
|
Keys To Understanding ReAct: Synergizing Reasoning and Acting in Language Models
|
Apr 26, 2024 |
|
Demystifying Chronos: Learning the Language of Time Series
|
Apr 04, 2024 |
|
Anthropic Claude 3
|
Mar 25, 2024 |
|
Reinforcement Learning in the Era of LLMs
|
Mar 15, 2024 |
|
Sora: OpenAI’s Text-to-Video Generation Model
|
Mar 01, 2024 |
|
RAG vs Fine-Tuning
|
Feb 08, 2024 |
|
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
|
Feb 02, 2024 |
|
Phi-2 Model
|
Feb 02, 2024 |
|
A Deep Dive Into Generative's Newest Models: Gemini vs Mistral (Mixtral-8x7B)–Part I
|
Dec 27, 2023 |
|
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings
|
Dec 18, 2023 |
|
The Geometry of Truth: Emergent Linear Structure in LLM Representation of True/False Datasets
|
Nov 30, 2023 |
|
Towards Monosemanticity: Decomposing Language Models With Dictionary Learning
|
Nov 20, 2023 |
|
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models
|
Oct 18, 2023 |
|
Explaining Grokking Through Circuit Efficiency
|
Oct 17, 2023 |
|
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
|
Sep 29, 2023 |
|
Skeleton of Thought: LLMs Can Do Parallel Decoding
|
Aug 30, 2023 |
|
Llama 2: Open Foundation and Fine-Tuned Chat Models
|
Jul 31, 2023 |
|
Lost in the Middle: How Language Models Use Long Contexts
|
Jul 26, 2023 |
|
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
|
Jul 21, 2023 |
|
Toolformer: Training LLMs To Use Tools
|
Mar 20, 2023 |
|
Hungry Hungry Hippos - H3
|
Feb 13, 2023 |
|
ChatGPT and InstructGPT: Aligning Language Models to Human Intention
|
Jan 18, 2023 |