Xinyan Velocity Yu's Avatar

Xinyan Velocity Yu

@velocityyu.bsky.social

NLP/ML @usc, @uwcse. she/her.πŸΉπŸ€–πŸ‘©πŸ»β€πŸ³. velocitycavalry.github.io. Multilinguality, retrieval, refining LLMs…

435 Followers  |  156 Following  |  3 Posts  |  Joined: 17.11.2024  |  1.6073

Latest posts by velocityyu.bsky.social on Bluesky

To appear @ #ICLR2025! We show that LMs represent semantically-equivalent inputs across languages, modalities, etc. similarly. This shared representation space is structured by the LM's dominant language, which is also relevant to recent phenomena where LMs "think" in ChineseπŸ€„οΈ in EnglishπŸ”  contexts

22.01.2025 18:10 β€” πŸ‘ 11    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

We have released our code at github.com/ZhaofengWu/s.... We hope that this could be useful for future studies understanding the how LMs work!

17.12.2024 15:26 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Would love to be added! Thank youuu πŸ™

05.12.2024 22:09 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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πŸ’‘We find that models β€œthink” πŸ’­ in English (or in general, their dominant language) when processing distinct non-English or even non-language data types 🀯 like texts in other languages, arithmetic expressions, code, visual inputs, & audio inputs‼️ πŸ§΅β¬‡οΈ arxiv.org/abs/2411.04986

02.12.2024 18:08 β€” πŸ‘ 12    πŸ” 1    πŸ’¬ 2    πŸ“Œ 2

Hi Marc! Do you mind adding me to the pack? Thanks!

01.12.2024 04:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

πŸ™Œthank you thank you!!

25.11.2024 04:14 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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