D$^2$TV: Dual Knowledge Distillation and Target-oriented Vision Modeling
for Many-to-Many Multimodal Summarization

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D $^2$ TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization

22 May 2023

Jie Zhou

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Papers citing "D$^2$TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization"

13 / 13 papers shown

Title
Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation Songming Zhang Yunlong Liang Shuaibo Wang Wenjuan Han Jian Liu Jinan Xu Jinan Xu 57 10 0 14 May 2023
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization Yunlong Liang Fandong Meng Jinan Xu Jiaan Wang Jinan Xu Jie Zhou 70 22 0 15 Dec 2022
Understanding Translationese in Cross-Lingual Summarization Jiaan Wang Fandong Meng Yunlong Liang Tingyi Zhang Jiarong Xu Zhixu Li Jie Zhou 61 16 0 14 Dec 2022
A Survey on Cross-Lingual Summarization Jiaan Wang Fandong Meng Duo Zheng Yunlong Liang Zhixu Li Jianfeng Qu Jie Zhou AILaw 62 62 0 23 Mar 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization Yunlong Liang Fandong Meng Chulun Zhou Jinan Xu Jinan Xu Jinsong Su Jie Zhou BDL 63 34 0 08 Mar 2022
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization Litian Zhang Xiaoming Zhang Junshu Pan Feiran Huang 62 48 0 16 Dec 2021
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization Shuyang Cao Lu Wang HILM 64 180 0 19 Sep 2021
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang Xiaojun Meng Yasheng Wang Xin Jiang Qun Liu Zhenglu Yang 70 47 0 13 Sep 2021
Sequence Level Contrastive Learning for Text Summarization Shusheng Xu Xingxing Zhang Yi Wu Furu Wei 71 97 0 08 Sep 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu Wenliang Dai Zihan Liu Pascale Fung 75 74 0 06 Sep 2021
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Li Mingzhe Preslav Nakov Shen Gao Zhangming Chan Dongyan Zhao Rui Yan 96 84 0 12 Oct 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 352 5,868 0 21 Apr 2019
How2: A Large-scale Dataset for Multimodal Language Understanding Ramon Sanabria Ozan Caglayan Shruti Palaskar Desmond Elliott Loïc Barrault Lucia Specia Florian Metze VGen MLLM 86 291 0 01 Nov 2018