/plushcap/analysis/ai21-labs/ai21-labs-natural-language-as-next-frontier

Natural language understanding as the next frontier

What's this blog post about?

The text discusses a multi-expert problem involving green energy companies, where data is fetched from Wiki API, last month dates are extracted from the calendar, and share prices are retrieved from a database. The largest increase in share prices is then computed by a calculator before being formatted by a language model. The text also mentions challenges in implementing multi-expert reinforcement learning (MRKL) systems, such as training discrete experts, interfacing with neural networks, and routing among modules. It highlights the advantages of Jurassic-X, which allows users to interact with their databases using natural language, enabling tasks like searching for specific products or tracking stock prices. The system can also join multiple databases and update them using free language.

Company
AI21 Labs

Date published
March 25, 2021

Author(s)
-

Word count
295

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.