Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation
This paper introduces SHIFT (Selected Helpful Informative Frame for Translation), a lightweight, plug-and-play framework for video-guided machine translation (VMT) that adaptively selects only the most informative video frame—or none when unnecessary—to improve translation quality and efficiency using multimodal large language models (MLLMs).
TriFine: A Large-Scale Dataset of Vision-Audio-Subtitle for Tri-Modal Machine Translation and Benchmark with Fine-Grained Annotated Tags
This paper introduces TriFine, the first large-scale dataset for tri-modal (vision, audio, subtitle) machine translation with fine-grained annotated tags, and proposes a novel translation method FIAT that leverages this fine-grained information to achieve superior translation performance.