Data Skeptic cover image

Data Skeptic

arXiv Publication Patterns

Oct 23, 2023
28:24
Snipd AI
Rajiv Movva, a PhD student in Computer Science at Cornell Tech University, discusses the findings of his research on arXiv publication patterns for LLMs. He shares insights on the increase in LLMs research and proportions of papers published by universities, organizations, and industry leaders. He highlights the focus on the social impact of LLMs and explores exciting applications in education.
Read more

Podcast summary created with Snipd AI

Quick takeaways

  • The analysis of LLM publication patterns reveals a surge in research, with a focus on the social impact of LLMs in fields such as healthcare, law, and education.
  • While industry leaders like Google dominate in terms of published papers, a significant portion of LLM research comes from academic institutions, highlighting the importance of collaboration between academia and industry for advancing research and mitigating potential negative implications of competition.

Deep dives

Publication trends and research focus

The podcast episode discusses the growing trend of research publications on large language models (LLMs) and their impact on various fields. The host mentions using the archive.org - ARXIV.org website as a data source for finding guest speakers. The show focuses on analyzing the increasing number of publications related to LLMs and their effects on research. The episode highlights the shift in focus from narrow NLP tasks to broader applications, such as healthcare, law, and education. The data set consists of 17,000 papers from the archive, and the analysis reveals a surge in LLM-related research in recent years.

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode