作者位次 #4/9ACL 2026Poster· Natural Language Processing
MT ^{3} : A Synergistic Multi-Task RL Framework for Specializing MLLM s in Text Image Machine Translation
Zhaopeng Feng · Yupu Liang · Shaosheng Cao · Jiayuan Su · Jiahan Ren · Zhijie Zhou · Wenxuan Huang · JIAN Wu · Zuozhu Liu
摘要
Text Image Machine Translation (TIMT)—the task of translating textual content embedded in images—is critical for applications in accessibility, cross-lingual information access, and real-world document understanding. However, TIMT remains a complex challenge due to the need for accurate optical c...