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Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding

11 March 2022

Papers citing "Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding"

50 / 51 papers shown

Title
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 313 582 0 28 Sep 2021
"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding Faeze Brahman Meng Huang Oyvind Tafjord Chao Zhao Mrinmaya Sachan Snigdha Chaturvedi 55 57 0 12 Sep 2021
Towards Long-Form Video Understanding Chaoxia Wu Philipp Krahenbuhl VLM ViT 117 170 0 21 Jun 2021
MERLOT: Multimodal Neural Script Knowledge Models Rowan Zellers Ximing Lu Jack Hessel Youngjae Yu J. S. Park Jize Cao Ali Farhadi Yejin Choi VLM LRM 104 383 0 04 Jun 2021
SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen Zewei Chu Sam Wiseman Kevin Gimpel 81 95 0 14 Apr 2021
NAREOR: The Narrative Reordering Problem Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 81 26 0 14 Apr 2021
Visual Semantic Role Labeling for Video Understanding Arka Sadhu Tanmay Gupta Mark Yatskar Ram Nevatia Aniruddha Kembhavi VLM 81 71 0 02 Apr 2021
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences Denis Emelin Ronan Le Bras Jena D. Hwang Maxwell Forbes Yejin Choi LRM 115 135 0 31 Dec 2020
Movie Summarization via Sparse Graph Construction Pinelopi Papalampidi Frank Keller Mirella Lapata 90 32 0 14 Dec 2020
Temporal Reasoning on Implicit Events from Distant Supervision Ben Zhou Kyle Richardson Qiang Ning Tushar Khot Ashish Sabharwal Dan Roth 236 80 0 24 Oct 2020
Joint Constrained Learning for Event-Event Relation Extraction Haoyu Wang Muhao Chen Hongming Zhang Dan Roth NAI 54 121 0 13 Oct 2020
TransNet V2: An effective deep network architecture for fast shot transition detection Tomás Soucek Jakub Lokoč 69 124 0 11 Aug 2020
MovieNet: A Holistic Dataset for Movie Understanding Qingqiu Huang Yu Xiong Anyi Rao Jiaze Wang Dahua Lin VGen 103 244 0 21 Jul 2020
Condensed Movies: Story Based Retrieval with Contextual Embeddings Max Bain Arsha Nagrani A. Brown Andrew Zisserman 108 102 0 08 May 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning Hao Wu Rujun Han Nanyun Peng Matt Gardner Dan Roth 71 111 0 01 May 2020
Screenplay Summarization Using Latent Narrative Structure Pinelopi Papalampidi Frank Keller Lea Frermann Mirella Lapata 38 43 0 27 Apr 2020
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation Huaishao Luo Lei Ji Botian Shi Haoyang Huang Nan Duan Tianrui Li Jason Li Xilin Chen Ming Zhou VLM 102 439 0 15 Feb 2020
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 127 1,011 0 31 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 85 463 0 15 Aug 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips Antoine Miech Dimitri Zhukov Jean-Baptiste Alayrac Makarand Tapaswi Ivan Laptev Josef Sivic VGen 122 1,208 0 07 Jun 2019
Character Region Awareness for Text Detection Youngmin Baek Bado Lee Dongyoon Han Sangdoo Yun Hwalsuk Lee 69 784 0 03 Apr 2019
Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters Evgeny Kim Roman Klinger 36 45 0 29 Mar 2019
Fine-Grained Temporal Relation Extraction Siddharth Vashishtha Benjamin Van Durme A. White NAI 80 64 0 04 Feb 2019
WordNet-feelings: A linguistic categorisation of human feelings Yuma Koizumi Nicolas Cherbuin Noboru Harada Kasia Kozlowska N. A. Murphy Leroy Lowe SSeg 30 26 0 06 Nov 2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 118 1,349 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 101 642 0 05 Sep 2018
Graph-Based Decoding for Event Sequencing and Coreference Resolution Zhengzhong Liu Teruko Mitamura Eduard H. Hovy 27 9 0 13 Jun 2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions Hannah Rashkin Maarten Sap Emily Allaway Noah A. Smith Yejin Choi 68 195 0 17 May 2018
Modeling Naive Psychology of Characters in Simple Commonsense Stories Hannah Rashkin Antoine Bosselut Maarten Sap Kevin Knight Yejin Choi 43 104 0 16 May 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 142 786 0 19 Dec 2017
MovieGraphs: Towards Understanding Human-Centric Situations from Videos Paul Vicol Makarand Tapaswi Lluis Castrejon Sanja Fidler 75 142 0 19 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 155 1,333 0 13 Dec 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 133 1,935 0 27 Nov 2017
DeepStory: Video Story QA by Deep Embedded Memory Networks Kyung-Min Kim Min-Oh Heo Seongho Choi Byoung-Tak Zhang 88 175 0 04 Jul 2017
Event Representations for Automated Story Generation with Deep Neural Nets Lara J. Martin Prithviraj Ammanabrolu Xinyu Wang William Hancock Shruti Singh Brent Harrison Mark O. Riedl NAI 92 224 0 05 Jun 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 259 3,816 0 19 May 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 152 1,251 0 02 May 2017
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives Mohit Iyyer Varun Manjunatha Anupam Guha Yogarshi Vyas Jordan L. Boyd-Graber Hal Daumé L. Davis 70 100 0 16 Nov 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 234 9,986 0 15 Jul 2016
Sort Story: Sorting Jumbled Images and Captions into Stories Harsh Agrawal Arjun Chandrasekaran Dhruv Batra Devi Parikh Joey Tianyi Zhou 94 60 0 23 Jun 2016
Movie Description Anna Rohrbach Atousa Torabi Marcus Rohrbach Niket Tandon C. Pal Hugo Larochelle Aaron Courville Bernt Schiele 3DV VGen 83 359 0 12 May 2016
Using Sentence-Level LSTM Language Models for Script Inference Karl Pichotta Raymond J. Mooney 84 75 0 11 Apr 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 117 1,247 0 06 Apr 2016
MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi Yukun Zhu Rainer Stiefelhagen Antonio Torralba R. Urtasun Sanja Fidler 120 752 0 09 Dec 2015
Modeling Dynamic Relationships Between Characters in Literary Novels Snigdha Chaturvedi Shashank Srivastava Hal Daumé Chris Dyer 27 16 0 30 Nov 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research Atousa Torabi C. Pal Hugo Larochelle Aaron Courville VGen 103 205 0 03 Mar 2015
A Dataset for Movie Description Anna Rohrbach Marcus Rohrbach Niket Tandon Bernt Schiele VGen 124 502 0 12 Jan 2015