3 papers
cs.CV2026
Video-guided Machine Translation with Global Video Context
Jian Chen, JinZe Lv, Zi Long +1
Video-guided Multimodal Translation (VMT) has advanced significantly in recent years. However, most existing methods rely on locally aligned video segments paired one-to-one with s…
cs.CL2025
TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries
Jinze Lv, Jian Chen, Zi Long +2
Most existing multimodal machine translation (MMT) datasets are predominantly composed of static images or short video clips, lacking extensive video data across diverse domains an…
cs.CR2025
A General Pseudonymization Framework for Cloud-Based LLMs: Replacing Privacy Information in Controlled Text Generation
Shilong Hou, Ruilin Shang, Zi Long +2
An increasing number of companies have begun providing services that leverage cloud-based large language models (LLMs), such as ChatGPT. However, this development raises substantia…