Controllable Neural Story Plot Generation via Reward Shaping

27 September 2018

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

22 / 22 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 1 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
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 35 4 0 26 Nov 2023
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
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 31 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 125 102 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 22 50 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
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 35 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 11 18 0 04 May 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 43 214 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 21 22 0 16 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
Telling Stories through Multi-User Dialogue by Modeling Character Relations Waiman Si Prithviraj Ammanabrolu Mark O. Riedl 16 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
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
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 16 20 0 20 Oct 2020
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016