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Fanglong Yao

2 accepted papers

2025

Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization

ACL 2025long

Multimodal summarization (MS) combines text and visuals to generate summaries. Recently, many-to-many multimodal summarization (M3S) garnered interest as it enables a unified model for multilingual and cross-lingual MS. Existing methods have made progress by facilitating the transfer of common multi…

2022

Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos

EMNLP 2022main

Multimodal summarization for videos aims to generate summaries from multi-source information (videos, audio transcripts), which has achieved promising progress. However, existing works are restricted to monolingual video scenarios, ignoring the demands of non-native video viewers to understand the c…