Zihao Li @zihao-lee.bsky.social · 09/10/2025Test-Time Scaling of Reasoning Models for Machine Translation arxiv.org/abs/2510.06471 #LLMarxiv.orgTest-Time Scaling of Reasoning Models for Machine TranslationTest-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 ... 010
Zihao Li @zihao-lee.bsky.social · 07/10/2025🎉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 100
