2 papers
cs.CE2026
MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark
Cui Yakun, Yanting Zhang, Zhu Lei +5
The advent of multi-modal language models (MLLMs) has spurred research into their application across various table understanding tasks. However, their performance in credit table u…
cs.LG2025
When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty
Yanzhe Wen, Xunkai Li, Qi Zhang +4
Recently, large language models (LLMs) have significantly advanced text-attributed graph (TAG) learning. However, existing methods inadequately handle data uncertainty in open-worl…