What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

11 September 2019

Graham Neubig

Papers citing "What Makes A Good Story? Designing Composite Rewards for Visual Storytelling"

34 / 34 papers shown

Title
Generating Visual Stories with Grounded and Coreferent Characters Danyang Liu Mirella Lapata Frank Keller 81 2 0 20 Sep 2024
UNITER: UNiversal Image-TExt Representation Learning Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu VLM OT 92 447 0 25 Sep 2019
Domain Adaptive Text Style Transfer Dianqi Li Yizhe Zhang Zhe Gan Yu Cheng Chris Brockett Ming-Ting Sun W. Dolan OOD 61 55 0 25 Aug 2019
Plan-And-Write: Towards Better Automatic Storytelling Lili Yao Nanyun Peng R. Weischedel Kevin Knight Dongyan Zhao Rui Yan 56 405 0 14 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 93,936 0 11 Oct 2018
Controllable Neural Story Plot Generation via Reward Shaping Pradyumna Tambwekar Murtaza Dhuliawala Lara J. Martin Animesh Mehta Brent Harrison Mark O. Riedl 52 88 0 27 Sep 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 79 200 0 30 Aug 2018
Learning End-to-End Goal-Oriented Dialog with Multiple Answers Janarthanan Rajendran Jatin Ganhotra Satinder Singh L. Polymenakos 38 37 0 24 Aug 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 131 583 0 28 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 37 329 0 21 May 2018
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation Qiuyuan Huang Zhe Gan Asli Celikyilmaz D. Wu Jianfeng Wang Xiaodong He BDL 40 92 0 21 May 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 138 1,604 0 13 May 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 41 158 0 24 Apr 2018
Hierarchically-Attentive RNN for Album Summarization and Storytelling Licheng Yu Joey Tianyi Zhou Tamara L. Berg 62 66 0 09 Aug 2017
Adversarial Feature Matching for Text Generation Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 67 333 0 12 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 163 1,551 0 11 May 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 128 1,225 0 02 May 2017
Towards Diverse and Natural Image Descriptions via a Conditional GAN Bo Dai Sanja Fidler R. Urtasun Dahua Lin GAN 49 453 0 17 Mar 2017
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 103 1,882 0 02 Dec 2016
Semantic Compositional Networks for Visual Captioning Zhe Gan Chuang Gan Xiaodong He Yunchen Pu Kenneth Tran Jianfeng Gao Lawrence Carin Li Deng CoGe 89 426 0 23 Nov 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 108 593 0 27 Oct 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 54 2,397 0 18 Sep 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 73 1,901 0 29 Jul 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 121 3,089 0 10 Jun 2016
Visual Storytelling Ting-Hao 'Kenneth' Huang Huang Francis Ferraro N. Mostafazadeh Ishan Misra ... C. L. Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell VGen 53 470 0 13 Apr 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 164 1,657 0 12 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 90 1,611 0 20 Nov 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 127 2,030 0 09 Jun 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li Minh-Thang Luong Dan Jurafsky BDL 80 602 0 02 Jun 2015
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 244 4,451 0 20 Nov 2014
From Captions to Visual Concepts and Back Hao Fang Saurabh Gupta F. Iandola R. Srivastava Li Deng ... Xiaodong He Margaret Mitchell John C. Platt C. L. Zitnick Geoffrey Zweig VLM 77 1,310 0 18 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 199 6,009 0 17 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 326 20,491 0 10 Sep 2014