馃コ our recent work is accepted to #EMNLP2025 main conference! In this paper, we leverage actionable interp insights to fix factual errors in multilingual LLMs 馃攳 Huge shoutout to @jenniferlumeng for her incredible work on this! She's applying for PhD this cycle and you should hire her ;) We will both be at NEMI this friday to present this work and other new things we are working on. Come talk to us!
馃Ever wonder why LLMs give inconsistent answers in different languages? In our paper, we identify two failure points in the multilingual factual recall process and propose fixes that guide LLMs to the "right path." This can boost performance by 35% in the weakest language! 馃搱

Aug 20, 2025 路 7:44 PM UTC

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Impressive work, congrats Ruochen!!
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Thank you Ella!!
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Congratulations Ruochen and Jennifer 馃帀馃帀馃帀
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Thank you Amina!
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Replying to @ruochenz_
Yayyy congrats to us鉂わ笍 So lucky to work with the MOST amazing collaborator/mentor
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