Controllable Neural Story Plot Generation via Reward Shaping

27 September 2018

Papers citing "Controllable Neural Story Plot Generation via Reward Shaping"

50 / 55 papers shown

Title
COS(M+O)S: Curiosity and RL-Enhanced MCTS for Exploring Story Space via Language Models Tobias Materzok LRM 69 0 0 28 Jan 2025
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts Helia Hashemi J. Eisner Corby Rosset Benjamin Van Durme Chris Kedzie 68 2 0 03 Jan 2025
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs Shang Zhou Feng Yao Chengyu Dong Zihan Wang Jingbo Shang 45 1 0 06 Jun 2024
CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations Samraj Moorjani A. Krishnan Hari Sundaram KELM 32 1 0 22 Feb 2024
Reinforcement Learning from Bagged Reward Yuting Tang Xin-Qiang Cai Yao-Xiang Ding Qiyu Wu Guoqing Liu Masashi Sugiyama OffRL 36 0 0 06 Feb 2024
SWAG: Storytelling With Action Guidance Zeeshan Patel Karim El-Refai Jonathan Pei Tianle Li LLMAG 26 4 0 05 Feb 2024
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models Marwa Abdulhai Isadora White Charles Burton Snell Charles Sun Joey Hong Yuexiang Zhai Kelvin Xu Sergey Levine LLMAG OffRL LRM 39 31 0 30 Nov 2023
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 43 5 0 26 Nov 2023
SuperHF: Supervised Iterative Learning from Human Feedback Gabriel Mukobi Peter Chatain Su Fong Robert Windesheim Gitta Kutyniok Kush S. Bhatia Silas Alberti ALM 42 6 0 25 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 47 13 0 09 Oct 2023
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges Giorgio Franceschelli Mirco Musolesi AI4CE 40 20 0 31 Jul 2023
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach Yudi Zhang Yali Du Erdun Gao Ziyan Wang Jun Wang Meng Fang Mykola Pechenizkiy CML 26 17 0 28 May 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 30 3 0 23 May 2023
Aligning Language Models with Preferences through f-divergence Minimization Dongyoung Go Tomasz Korbak Germán Kruszewski Jos Rozen Nahyeon Ryu Marc Dymetman 35 70 0 16 Feb 2023
Visual Story Generation Based on Emotion and Keywords Yuetian Chen Ruohua Li Bowen Shi Peiru Liu Mei Si 17 2 0 07 Jan 2023
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding Yi Dong Lara J. Martin Chris Callison-Burch 48 7 0 21 Dec 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 38 3 0 14 Oct 2022
Story Designer: Towards a Mixed-Initiative Tool to Create Narrative Structures Alberto Alvarez J. Font Julian Togelius 9 10 0 11 Oct 2022
CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions Xinpeng Wang Han Jiang Zhihua Wei Shanlin Zhou 26 7 0 11 Oct 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 34 6 0 16 Sep 2022
Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries Hai Dang Karim Benharrak Florian Lehmann Daniel Buschek 27 82 0 19 Aug 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Offline RL for Natural Language Generation with Implicit Language Q Learning Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 144 103 0 05 Jun 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL 25 51 0 01 Jun 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 66 206 0 26 May 2022
RL with KL penalties is better viewed as Bayesian inference Tomasz Korbak Ethan Perez Christopher L. Buckley OffRL 38 73 0 23 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 43 2 0 23 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts Rujun Han Hong Chen Yufei Tian Nanyun Peng 19 18 0 04 May 2022
Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge Kebing Jin H. Zhuo 36 5 0 15 Feb 2022
Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks Jiaan Wang Beiqi Zou Zhixu Li Jianfeng Qu Pengpeng Zhao An Liu Lei Zhao 30 7 0 29 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 52 214 0 14 Jan 2022
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning Amal Alabdulkarim W. Li Lara J. Martin Mark O. Riedl 24 22 0 16 Dec 2021
TopNet: Learning from Neural Topic Model to Generate Long Stories Yazheng Yang Boyuan Pan Deng Cai Huan Sun 18 9 0 14 Dec 2021
Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters Kebing Jin H. Zhuo Zhanhao Xiao Hai Wan Subbarao Kambhampati 44 9 0 19 Oct 2021
Energy-Based Models for Code Generation under Compilability Constraints Tomasz Korbak Hady ElSahar Marc Dymetman Germán Kruszewski 35 13 0 09 Jun 2021
Telling Stories through Multi-User Dialogue by Modeling Character Relations Waiman Si Prithviraj Ammanabrolu Mark O. Riedl 24 15 0 31 May 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
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 34 40 0 06 Apr 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation Haw-Shiuan Chang Jiaming Yuan Mohit Iyyer Andrew McCallum 28 9 0 29 Mar 2021
Fabula Entropy Indexing: Objective Measures of Story Coherence Louis Castricato Spencer Frazier Jonathan C. Balloch Mark O. Riedl 39 6 0 23 Mar 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 31 49 0 25 Feb 2021
GraphPlan: Story Generation by Planning with Event Graph Hong Chen Raphael Shu Hiroya Takamura Hideki Nakayama 21 24 0 05 Feb 2021
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs Kuan-Hao Huang Kai-Wei Chang 166 68 0 26 Jan 2021
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 31 117 0 21 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
Cue Me In: Content-Inducing Approaches to Interactive Story Generation Faeze Brahman Alexandru Petrusca Snigdha Chaturvedi LRM 24 20 0 20 Oct 2020
Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman Snigdha Chaturvedi 21 49 0 14 Oct 2020
Automated Storytelling via Causal, Commonsense Plot Ordering Prithviraj Ammanabrolu W. Cheung William Broniec Mark O. Riedl 26 65 0 02 Sep 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking Hannah Rashkin Asli Celikyilmaz Yejin Choi Jianfeng Gao 26 151 0 30 Apr 2020