2min chapter

The Thesis Review cover image

[22] Graham Neubig - Unsupervised Learning of Lexical Information

The Thesis Review

CHAPTER

Multilingual Machine Translation With Soft Decoupled Encoding

One issue potentially is with numbers. It's kind of weird if you look at a GPT's BPE dictionary. They might have one token for 21 and then two tokens for 12, so for one and two. And these weird oddities, but yeah, I guess the question is like, does that actually have some practical impact that it's worth changing? Yeah, and it definitely does when you're talking about things that are either cross lingual or cross dialect on the web.

00:00

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