LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Findings of the Association for Computational Linguistics: ACL 2026 2026 Open access

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Authors: Guangyi Liu, Pengxiang Zhao, Liang Liu, Zhiming Chen, Yuxiang Chai, Yaozhen Liang, WenHao Wang, Siheng Chen, Zhengxi Lu, Shuai Ren, Hao Wang, Shibo He
+2 more Yong Liu, Wenchao Meng
DOI: 10.18653/v1/2026.findings-acl.1491
Cited by: 1

Abstract

Guangyi Liu, Pengxiang Zhao, Liang Liu, Zhiming Chen, Yuxiang Chai, Yaozhen Liang, WenHao Wang, Siheng Chen, Zhengxi Lu, Shuai Ren, Hao Wang, Shibo He, Yong Liu, Wenchao Meng. Findings of the Association for Computational Linguistics: ACL 2026. 2026.

Fields of Study & Subjects

Multimodal Machine Learning Applications Big Data and Digital Economy AI in Service Interactions

Publication details

Journal / source
Findings of the Association for Computational Linguistics: ACL 2026
Publisher
Association for Computational Linguistics
Pages
29820–29843
Publication date
1 January 2026