PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking

30 April 2020

Hannah Rashkin

Asli Celikyilmaz

Yejin Choi

Jianfeng Gao

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Papers citing "PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking"

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Title
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs? Mohamed Gado Towhid Taliee Muhammad Memon D. Ignatov Radu Timofte 70 0 0 27 Apr 2025
The Art of Storytelling: Multi-Agent Generative AI for Dynamic Multimodal Narratives Samee Arif Taimoor Arif Muhammad Saad Haroon Aamina Jamal Khan Agha Ali Raza Awais Athar 34 0 0 17 Sep 2024
HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing Jing Chen Xinyu Zhu Cheng Yang Chufan Shi Yadong Xi ... Junjie Wang Jiashu Pu Rongsheng Zhang Yujiu Yang Tian Feng 48 6 0 17 Jun 2024
CHIRON: Rich Character Representations in Long-Form Narratives Alexander Gurung Mirella Lapata GNN 39 2 0 14 Jun 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding Zhihan Zhang Yixin Cao Chenchen Ye Yunshan Ma Lizi Liao Tat-Seng Chua 34 9 0 04 Jun 2024
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 35 4 0 26 Nov 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 72 51 0 27 Mar 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 24 7 0 05 Jan 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 35 21 0 30 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 2022
Towards Inter-character Relationship-driven Story Generation Anvesh Rao Vijjini Faeze Brahman Snigdha Chaturvedi 25 9 0 01 Nov 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective Zhe Hu Hou Pong Chan Lifu Huang 27 8 0 26 Oct 2022
Controllable Fake Document Infilling for Cyber Deception Yibo Hu Yu Lin Eric Parolin Latif Khan Kevin W. Hamlen 35 8 0 18 Oct 2022
Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning Louis Castricato Alexander Havrilla Shahbuland Matiana Michael Pieler Anbang Ye Ian Yang Spencer Frazier Mark O. Riedl 31 12 0 14 Oct 2022
Psychology-guided Controllable Story Generation Yuqiang Xie Yue Hu Yunpeng Li Guanqun Bi Luxi Xing Wei Peng 17 3 0 14 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence Chris Callison-Burch Gaurav Singh Tomar Lara J. Martin Daphne Ippolito Suma Bailis David Reitter 24 46 0 13 Oct 2022
A Benchmark for Understanding and Generating Dialogue between Characters in Stories Jianzhu Yao Ziqi Liu Jian-Yu Guan Minlie Huang 26 1 0 18 Sep 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 53 50 0 24 Aug 2022
Creative Wand: A System to Study Effects of Communications in Co-Creative Settings Zhiyu Lin Rohan Agarwal Mark O. Riedl 22 7 0 04 Aug 2022
Plot Writing From Pre-Trained Language Models Yiping Jin Vishakha Kadam Dittaya Wanvarie ReLM 13 2 0 07 Jun 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 35 2 0 23 May 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it Sebastian Schuster Tal Linzen 13 25 0 06 May 2022
A Corpus for Understanding and Generating Moral Stories Jian-Yu Guan Ziqi Liu Minlie Huang 32 9 0 20 Apr 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Pei Ke Hao Zhou Yankai Lin Peng Li Jie Zhou Xiaoyan Zhu Minlie Huang 21 37 0 02 Apr 2022
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning Amal Alabdulkarim W. Li Lara J. Martin Mark O. Riedl 21 22 0 16 Dec 2021
Automated Story Generation as Question-Answering Louis Castricato Spencer Frazier John C. Balloch Nitya Tarakad Mark O. Riedl 37 6 0 07 Dec 2021
How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN R. Thomas McCoy P. Smolensky Tal Linzen Jianfeng Gao Asli Celikyilmaz SyDa 25 119 0 18 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 35 76 0 07 Nov 2021
StoryDB: Broad Multi-language Narrative Dataset Alexey Tikhonov Igor Samenko Ivan P. Yamshchikov 46 5 0 29 Sep 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation Jian-Yu Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Minlie Huang 39 31 0 30 Aug 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 52 5 0 14 Jun 2021
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning Xiangyu Peng Siyan Li Sarah Wiegreffe Mark O. Riedl LRM 50 38 0 04 May 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation Haw-Shiuan Chang Jiaming Yuan Mohit Iyyer Andrew McCallum 20 9 0 29 Mar 2021
InFillmore: Frame-Guided Language Generation with Bidirectional Context Jiefu Ou Nathaniel Weir Anton Belyy Felix X. Yu Benjamin Van Durme 23 5 0 08 Mar 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 37 343 0 02 Feb 2021
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen 30 12 0 04 Jan 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 25 30 0 29 Dec 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 147 37 0 24 Oct 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020