2 papers
cs.CL2026
From Words to Worlds: Benchmarking Cross-Cultural Cultural Understanding in Machine Translation
Bangju Han, Yingqi Wang, Huang Qing +6
Culture-expressions, such as idioms, slang, and culture-specific items (CSIs), are pervasive in natural language and encode meanings that go beyond literal linguistic form. Accurat…
cs.IR2025
MLLM-Driven Semantic Identifier Generation for Generative Cross-Modal Retrieval
Tianyuan Li, Lei Wang, Ahtamjan Ahmat +4
Generative cross-modal retrieval, which treats retrieval as a generation task, has emerged as a promising direction with the rise of Multimodal Large Language Models (MLLMs). In th…