作者位次 #5/10ACL 2026Poster· Natural Language Processing
UNIKIE - BENCH : Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
Yifan Ji · Zhipeng Xu · Zhenghao Liu · Zulong Chen · Qian Zhang · ZhiBo Yang · Junyang Lin · Yu Gu · Ge Yu · Maosong Sun
摘要
Key Information Extraction (KIE) from real-world documents remains challenging due to substantial variations in layout structures, visual quality, and task-specific information requirements. Recent Large Multimodal Models (LMMs) have shown promising potential for performing end-to-end KIE directl...