ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2004.14967
  4. Cited By
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State
  Tracking
v1v2 (latest)

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
30 April 2020
Hannah Rashkin
Asli Celikyilmaz
Yejin Choi
Jianfeng Gao
ArXiv (abs)PDFHTML

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

50 / 93 papers shown
Beyond Direct Generation: A Decomposed Approach to Well-Crafted Screenwriting with LLMs
Beyond Direct Generation: A Decomposed Approach to Well-Crafted Screenwriting with LLMs
Hang Lei
Shengyi Zong
Zhaoyan Li
Ziren Zhou
Hao Liu
Liang Yu
182
0
0
27 Oct 2025
CML-Bench: A Framework for Evaluating and Enhancing LLM-Powered Movie Scripts Generation
CML-Bench: A Framework for Evaluating and Enhancing LLM-Powered Movie Scripts Generation
Mingzhe Zheng
Dingjie Song
Guanyu Zhou
Jun You
Jiahao Zhan
Xuran Ma
Xinyuan Song
Ser-Nam Lim
Qifeng Chen
Harry Yang
219
3
0
01 Oct 2025
Story Ribbons: Reimagining Storyline Visualizations with Large Language Models
Story Ribbons: Reimagining Storyline Visualizations with Large Language Models
Catherine Yeh
Tara Menon
Robin Singh Arya
Helen He
Moira Weigel
F. Viégas
Martin Wattenberg
124
1
0
09 Aug 2025
Long Story Generation via Knowledge Graph and Literary Theory
Long Story Generation via Knowledge Graph and Literary Theory
Ge Shi
Kaiyu Huang
Guochen Feng
126
0
0
05 Aug 2025
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?
Mohamed Gado
Towhid Taliee
Muhammad Memon
D. Ignatov
Radu Timofte
511
11
0
27 Apr 2025
Investigating Human-Computer Interaction and Visual Comprehension in
  Text Generation Process of Natural Language Generation Models
Investigating Human-Computer Interaction and Visual Comprehension in Text Generation Process of Natural Language Generation Models
Yunchao Wang
Zihang Fu
Chaoqing Xu
Guodao Sun
Ronghua Liang
215
0
0
11 Oct 2024
The Art of Storytelling: Multi-Agent Generative AI for Dynamic Multimodal Narratives
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
612
3
0
17 Sep 2024
What Makes a Good Story and How Can We Measure It? A Comprehensive
  Survey of Story Evaluation
What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation
Dingyi Yang
Qin Jin
500
16
0
26 Aug 2024
HoLLMwood: Unleashing the Creativity of Large Language Models in
  Screenwriting via Role Playing
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
298
25
0
17 Jun 2024
GPT-Powered Elicitation Interview Script Generator for Requirements
  Engineering Training
GPT-Powered Elicitation Interview Script Generator for Requirements Engineering Training
Binnur Görer
Fatma Başak Aydemir
338
9
0
17 Jun 2024
CHIRON: Rich Character Representations in Long-Form Narratives
CHIRON: Rich Character Representations in Long-Form NarrativesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Alexander Gurung
Mirella Lapata
GNN
326
6
0
14 Jun 2024
Analyzing Temporal Complex Events with Large Language Models? A
  Benchmark towards Temporal, Long Context Understanding
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
300
33
0
04 Jun 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language
  Models for Automatic Story Evaluation
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation
Cyril Chhun
Fabian M. Suchanek
Chloé Clavel
LRM
325
39
0
22 May 2024
Creating Suspenseful Stories: Iterative Planning with Large Language
  Models
Creating Suspenseful Stories: Iterative Planning with Large Language Models
Kaige Xie
Mark Riedl
LRM
288
21
0
27 Feb 2024
SWAG: Storytelling With Action Guidance
SWAG: Storytelling With Action GuidanceConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zeeshan Patel
Karim El-Refai
Jonathan Pei
Tianle Li
LLMAG
270
5
0
05 Feb 2024
Investigating Content Planning for Navigating Trade-offs in
  Knowledge-Grounded Dialogue
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue
Kushal Chawla
Hannah Rashkin
Gaurav Singh Tomar
David Reitter
208
2
0
03 Feb 2024
LongStory: Coherent, Complete and Length Controlled Long story Generation
LongStory: Coherent, Complete and Length Controlled Long story GenerationPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023
Kyeongman Park
Nakyeong Yang
Kyomin Jung
338
9
0
26 Nov 2023
A Cross-Attention Augmented Model for Event-Triggered Context-Aware
  Story Generation
A Cross-Attention Augmented Model for Event-Triggered Context-Aware Story Generation
Chen Tang
Tyler Loakman
Chenghua Lin
194
8
0
19 Nov 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative
  Understanding
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Lixing Zhu
Runcong Zhao
Lin Gui
Yulan He
349
12
0
28 Oct 2023
End-to-end Story Plot Generator
End-to-end Story Plot Generator
Hanlin Zhu
Andrew Cohen
Danqing Wang
Kevin Kaichuang Yang
Xiaomeng Yang
Jiantao Jiao
Yuandong Tian
251
9
0
13 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A
  Forest of Evidence
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of EvidenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhihua Wen
Zhiliang Tian
Wei Wu
Yuxin Yang
Yanqi Shi
Zhen Huang
Dongsheng Li
RALM
403
21
0
09 Oct 2023
Visual Storytelling with Question-Answer Plans
Visual Storytelling with Question-Answer Plans
Danyang Liu
Mirella Lapata
Frank Keller
CoGe
277
10
0
08 Oct 2023
Art or Artifice? Large Language Models and the False Promise of
  Creativity
Art or Artifice? Large Language Models and the False Promise of CreativityInternational Conference on Human Factors in Computing Systems (CHI), 2023
Tuhin Chakrabarty
Philippe Laban
Divyansh Agarwal
Smaranda Muresan
Chien-Sheng Wu
489
234
0
25 Sep 2023
"Kurosawa": A Script Writer's Assistant
"Kurosawa": A Script Writer's AssistantICON (ICON), 2023
Prerak Gandhi
Vishal Pramanik
P. Bhattacharyya
VGen
258
1
0
06 Aug 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality
  and Explicit Outline Control
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline ControlConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Yunzhe Li
Qian Chen
Weixiang Yan
Wen Wang
Qinglin Zhang
Hari Sundaram
286
8
0
23 May 2023
STORYWARS: A Dataset and Instruction Tuning Baselines for Collaborative
  Story Understanding and Generation
STORYWARS: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yulun Du
Lydia B. Chilton
287
8
0
14 May 2023
HistAlign: Improving Context Dependency in Language Generation by
  Aligning with History
HistAlign: Improving Context Dependency in Language Generation by Aligning with HistoryConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David Wan
Shiyue Zhang
Joey Tianyi Zhou
AI4TS
274
10
0
08 May 2023
On the Creativity of Large Language Models
On the Creativity of Large Language ModelsAi & Society (AI & Society), 2023
Giorgio Franceschelli
Mirco Musolesi
1.0K
123
0
27 Mar 2023
Interactive Text Generation
Interactive Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Felix Faltings
Michel Galley
Baolin Peng
Kianté Brantley
Weixin Cai
Yizhe Zhang
Jianfeng Gao
Bill Dolan
379
0
0
02 Mar 2023
The Next Chapter: A Study of Large Language Models in Storytelling
The Next Chapter: A Study of Large Language Models in StorytellingInternational Conference on Natural Language Generation (INLG), 2023
Zhuohan Xie
Trevor Cohn
Jey Han Lau
543
77
0
24 Jan 2023
Visual Writing Prompts: Character-Grounded Story Generation with Curated
  Image Sequences
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image SequencesTransactions of the Association for Computational Linguistics (TACL), 2023
Xudong Hong
A. Sayeed
K. Mehra
Vera Demberg
Bernt Schiele
VGen
188
55
0
20 Jan 2023
Sequentially Controlled Text Generation
Sequentially Controlled Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Alexander Spangher
Xinyu Hua
Yao Ming
Nanyun Peng
235
9
0
05 Jan 2023
MAUVE Scores for Generative Models: Theory and Practice
MAUVE Scores for Generative Models: Theory and PracticeJournal of machine learning research (JMLR), 2022
Krishna Pillutla
Lang Liu
John Thickstun
Sean Welleck
Swabha Swayamdipta
Rowan Zellers
Sewoong Oh
Yejin Choi
Zaïd Harchaoui
EGVM
351
36
0
30 Dec 2022
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story
  Understanding
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yi Dong
Lara J. Martin
Chris Callison-Burch
282
12
0
21 Dec 2022
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning
  and Generation with Large Language Models
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2022
E. Razumovskaia
Joshua Maynez
Annie Louis
Mirella Lapata
Shashi Narayan
LRM
260
7
0
20 Dec 2022
Future Sight: Dynamic Story Generation with Large Pretrained Language
  Models
Future Sight: Dynamic Story Generation with Large Pretrained Language Models
Brian D. Zimmerman
Gaurav Sahu
Olga Vechtomova
276
0
0
20 Dec 2022
Neural Story Planning
Neural Story Planning
Anbang Ye
Christopher Cui
Taiwei Shi
Mark O. Riedl
181
9
0
16 Dec 2022
Artificial Intelligence for Health Message Generation: Theory, Method,
  and an Empirical Study Using Prompt Engineering
Artificial Intelligence for Health Message Generation: Theory, Method, and an Empirical Study Using Prompt EngineeringFrontiers in Communication (Front. Commun.), 2022
Sue Lim
Ralf Schmälzle
147
83
0
14 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A
  Comprehensive Survey
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey
Yuxin Wang
Jieru Lin
Zhiwei Yu
Wei Hu
Börje F. Karlsson
378
32
0
09 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Grounded Keys-to-Text Generation: Towards Factual Open-Ended GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Faeze Brahman
Baolin Peng
Michel Galley
Sudha Rao
Bill Dolan
Snigdha Chaturvedi
Jianfeng Gao
HILM
220
5
0
04 Dec 2022
Towards Inter-character Relationship-driven Story Generation
Towards Inter-character Relationship-driven Story GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Anvesh Rao Vijjini
Faeze Brahman
Snigdha Chaturvedi
207
11
0
01 Nov 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from
  Cognitive Perspective
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhe Hu
Hou Pong Chan
Lifu Huang
366
8
0
26 Oct 2022
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by
  Cross Attention
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chen Tang
Chenghua Lin
Hen-Hsen Huang
Frank Guerin
Zhihao Zhang
291
21
0
22 Oct 2022
Improving Chinese Story Generation via Awareness of Syntactic
  Dependencies and Semantics
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics
Hen-Hsen Huang
Chen Tang
Tyler Loakman
Frank Guerin
Chenghua Lin
297
15
0
19 Oct 2022
Controllable Fake Document Infilling for Cyber Deception
Controllable Fake Document Infilling for Cyber DeceptionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yibo Hu
Yu Lin
Eric Parolin
Latif Khan
Kevin W. Hamlen
206
9
0
18 Oct 2022
Robust Preference Learning for Storytelling via Contrastive
  Reinforcement Learning
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
374
15
0
14 Oct 2022
Psychology-guided Controllable Story Generation
Psychology-guided Controllable Story GenerationInternational Conference on Computational Linguistics (COLING), 2022
Lei Shen
Yue Hu
Yunpeng Li
Guanqun Bi
Luxi Xing
Wei Peng
321
4
0
14 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence
Dungeons and Dragons as a Dialog Challenge for Artificial IntelligenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chris Callison-Burch
Gaurav Singh Tomar
Lara J. Martin
Daphne Ippolito
Suma Bailis
David Reitter
255
60
0
13 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters,
  Actions and Emotions
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsInternational Conference on Computational Linguistics (COLING), 2022
Xinpeng Wang
Han Jiang
Zhihua Wei
Shanlin Zhou
189
11
0
11 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An
  Evaluation by Industry Professionals
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry ProfessionalsInternational Conference on Human Factors in Computing Systems (CHI), 2022
Piotr Wojciech Mirowski
Kory W. Mathewson
Jaylen Pittman
Richard Evans
HAI
330
347
0
29 Sep 2022
12
Next
Page 1 of 2