TLDW: Extreme Multimodal Summarisation of News Videos

16 October 2022

Peggy Tang

Kun Hu

Lei Zhang

Jiebo Luo

Zhiyong Wang

ArXiv PDF HTML

Papers citing "TLDW: Extreme Multimodal Summarisation of News Videos"

31 / 31 papers shown

Title
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization Litian Zhang Xiaoming Zhang Junshu Pan Feiran Huang 45 48 0 16 Dec 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh Hanieh Deilamsalehi Franck Dernoncourt Nazli Goharian 59 9 0 04 Oct 2021
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization Safa Messaoud Ismini Lourentzou Assma Boughoula Mona Zehni Zhizhen Zhao Chengxiang Zhai Alex Schwing 34 10 0 13 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 45 56 0 11 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 810 29,167 0 26 Feb 2021
Video Summarization Using Deep Neural Networks: A Survey Evlampios Apostolidis E. Adamantidou Alexandros I. Metsai Vasileios Mezaris Ioannis Patras AI4TS 79 209 0 15 Jan 2021
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu Yue Dong Laurent Charlin AILaw 58 119 0 27 Oct 2020
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Li Mingzhe Preslav Nakov Shen Gao Zhangming Chan Dongyan Zhao Rui Yan 83 83 0 12 Oct 2020
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization Junyan Wang Yang Bai Yang Long Bingzhang Hu Z. Chai Yu Guan Xiaolin K. Wei EgoV 37 15 0 19 Aug 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 77 1,028 0 02 May 2020
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 98 217 0 30 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 121 461 0 19 Apr 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 65 450 0 13 Jan 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 238 2,044 0 18 Dec 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 53 39 0 11 Oct 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 427 1,445 0 22 Aug 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 75 378 0 16 May 2019
Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning Jingwen Chen Yingwei Pan Yehao Li Ting Yao Hongyang Chao Tao Mei 49 103 0 03 May 2019
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 115 1,671 0 27 Aug 2018
From Thumbnails to Summaries - A single Deep Neural Network to Rule Them All Hongxiang Gu Viswanathan Swaminathan ViT 25 14 0 01 Aug 2018
End-to-End Dense Video Captioning with Masked Transformer Luowei Zhou Yingbo Zhou Jason J. Corso R. Socher Caiming Xiong 88 528 0 03 Apr 2018
Less Is More: Picking Informative Frames for Video Captioning Yangyu Chen Shuhui Wang Wentao Zhang Qingming Huang 45 200 0 05 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 149 548 0 23 Feb 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 424 20,061 0 30 Oct 2017
Video Summarization with Attention-Based Encoder-Decoder Networks Zhong Ji Kailin Xiong Yanwei Pang Xuelong Li 36 306 0 31 Aug 2017
Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Aidean Sharghi Jacob S. Laurel Boqing Gong EgoV 74 136 0 16 Jul 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 177 1,556 0 11 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 248 4,011 0 14 Apr 2017
Hierarchical Boundary-Aware Neural Encoder for Video Captioning Lorenzo Baraldi C. Grana Rita Cucchiara 47 192 0 28 Nov 2016
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 75 534 0 07 May 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 503 27,263 0 01 Sep 2014