作者位次 #18/24ACL 2026Findings· Findings of ACL
L oop C oder: Scaling Code Intelligence via Looped Language Models
Jian Yang · Wei Zhang · Shuyue Guo · Yizhi Li · Linzheng Chai · Zhengmao Ye · Shukai Liu · Yuyang Song · Jiajun Wu · Che Liu · Tianyu Zheng · Siwei Wu · Leo L · Xudong Ma · Chuan Hao · Ran Tao · Yan Xing · Jianzhou Wang · Mingjie Tang · Aishan Liu · Zhoujun Li · Xianglong Liu · Weifeng Lv · Bryan Dai
摘要
While large language models (LLMs) have mastered syntax-level code generation, complex algorithmic reasoning remains a challenge, typically addressed by scaling model depth and parameter count. Universal Transformers (UT) offer a compelling alternative by introducing a recurrent inductive bias th...