Zihao Li
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zihao-lee.bsky.social
Zihao Li
@zihao-lee.bsky.social
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Doctoral Researcher @helsinki-nlp.bsky.social
https://www.zihao.cool/
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Test-Time Scaling of Reasoning Models for Machine Translation
arxiv.org/abs/2510.06471

#LLM
Test-Time Scaling of Reasoning Models for Machine Translation
Test-time scaling (TTS) has enhanced the performance of Reasoning Models (RMs) on various tasks such as math and coding, yet its efficacy in machine translation (MT) remains underexplored. This paper ...
arxiv.org
October 9, 2025 at 8:58 PM
zihao-lee.bsky.social
🎉Excited to share our #COLM2025 work:

𝐑𝐞𝐭𝐡𝐢𝐧𝐤𝐢𝐧𝐠 𝐌𝐮𝐥𝐭𝐢𝐥𝐢𝐧𝐠𝐮𝐚𝐥 𝐂𝐨𝐧𝐭𝐢𝐧𝐮𝐚𝐥 𝐏𝐫𝐞𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠: 𝐃𝐚𝐭𝐚 𝐌𝐢𝐱𝐢𝐧𝐠 𝐟𝐨𝐫 𝐀𝐝𝐚𝐩𝐭𝐢𝐧𝐠 𝐋𝐋𝐌𝐬 𝐀𝐜𝐫𝐨𝐬𝐬 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 𝐚𝐧𝐝 𝐑𝐞𝐬𝐨𝐮𝐫𝐜𝐞𝐬

📍Poster Session 3 - Oct 8 Wednesday 11:00 AM – 1:00 PM
October 7, 2025 at 12:51 PM