一作ACL 2026Poster· Natural Language Processing
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
Chenyuan Zhang · Qiguang Chen · Xie Chen · Zhuotao Tian · Bowen Xing · Meishan Zhang · Libo Qin · Baotian Hu · Min Zhang
摘要
Cross-lingual chain-of-thought (XCoT) with self-consistency markedly enhances multilingual reasoning, yet existing methods remain costly due to extensive sampling of full trajectories across languages. Moreover, multilingual LLM representations vary strongly by language, hindering direct feature...