Agents' Room: Narrative Generation through Multi-step Collaboration

3 October 2024

Fantine Huot

Reinald Kim Amplayo

Jennimaria Palomaki

Alice Shoshana Jakobovits

Elizabeth Clark

Mirella Lapata

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Papers citing "Agents' Room: Narrative Generation through Multi-step Collaboration"

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Title
Mustafar: Promoting Unstructured Sparsity for KV Cache Pruning in LLM Inference Donghyeon Joo Helya Hosseini Ramyad Hadidi Bahar Asgari 42 0 0 28 May 2025
Synergizing RAG and Reasoning: A Systematic Review Yunfan Gao Yun Xiong Yijie Zhong Yuxi Bi Ming Xue Haoyu Wang LRM AI4CE 343 6 0 22 Apr 2025
Learning to Reason for Long-Form Story Generation Alexander Gurung Mirella Lapata ReLM OffRL LRM 101 3 0 28 Mar 2025
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation Ming Wang Fang Wang Minghao Hu Li He Haiyang Wang ... Li Li Zhunchen Luo Wei Luo Xiaoying Bai Guotong Geng 114 0 0 10 Mar 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling Bingxuan Li Yiwei Wang Jiuxiang Gu Kai-Wei Chang Nanyun Peng AI4CE 85 4 0 24 Feb 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 104 1 0 18 Feb 2025
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators Yinhong Liu Han Zhou Zhijiang Guo Ehsan Shareghi Ivan Vulić Anna Korhonen Nigel Collier ALM 164 78 0 20 Jan 2025
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs Yushi Bai Jiajie Zhang Xin Lv Linzhi Zheng Siqi Zhu Lei Hou Yuxiao Dong Jie Tang Juanzi Li VGen LLMAG ALM 71 50 0 13 Aug 2024
Long-Span Question-Answering: Automatic Question Generation and QA-System Ranking via Side-by-Side Evaluation Bernd Bohnet Kevin Swersky Rosanne Liu Pranjal Awasthi Azade Nova ... Aaron T Parisi Michael Collins Angeliki Lazaridou Orhan Firat Noah Fiedel RALM 33 5 0 31 May 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 65 16 0 22 May 2024
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models Yukyung Lee Soonwon Ka Bokyung Son Pilsung Kang Jaewook Kang LLMAG 104 6 0 22 Apr 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning Pengyu Cheng Tianhao Hu Han Xu Zhisong Zhang Yong Dai Lei Han Nan Du Nan Du Xiaolong Li SyDa LRM ReLM 146 35 0 16 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 127 56 0 02 Apr 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 133 303 0 21 Jan 2024
Improving Pacing in Long-Form Story Planning Yichen Wang Kevin Kaichuang Yang Xiaoming Liu Dan Klein 16 17 0 08 Nov 2023
Affective and Dynamic Beam Search for Story Generation Tenghao Huang Ehsan Qasemi Bangzheng Li He Wang Faeze Brahman Muhao Chen Snigdha Chaturvedi 58 12 0 23 Oct 2023
On Generative Agents in Recommendation An Zhang Yuxin Chen Leheng Sheng Xiang Wang Tat-Seng Chua 83 56 0 16 Oct 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang Xin Xu Ningyu Zhang Ruibo Liu Bryan Hooi Shumin Deng LLMAG 81 144 0 03 Oct 2023
AutoAgents: A Framework for Automatic Agent Generation Guangyao Chen Siwei Dong Yu Shu Ge Zhang Jaward Sesay Börje F. Karlsson Jie Fu Yemin Shi LLMAG 80 117 0 29 Sep 2023
Art or Artifice? Large Language Models and the False Promise of Creativity Tuhin Chakrabarty Philippe Laban Divyansh Agarwal Smaranda Muresan Chien-Sheng Wu 48 132 0 25 Sep 2023
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework Sirui Hong Mingchen Zhuge Jonathan Chen Xiawu Zheng Yuheng Cheng ... Liyang Zhou Chenyu Ran Lingfeng Xiao Chenglin Wu Jürgen Schmidhuber LLMAG AIFin 80 548 0 01 Aug 2023
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration Zhenhailong Wang Shaoguang Mao Wenshan Wu Tao Ge Furu Wei Heng Ji LLMAG LRM 67 144 0 11 Jul 2023
RoCo: Dialectic Multi-Robot Collaboration with Large Language Models Zhao Mandi Shreeya Jain Shuran Song LM&Ro LLMAG 61 133 0 10 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 332 4,298 0 09 Jun 2023
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents Yashar Talebirad Amirhossein Nadiri LLMAG 99 225 0 05 Jun 2023
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text Wangchunshu Zhou Yuchen Eleanor Jiang Peng Cui Tiannan Wang Zhenxin Xiao Buse Giledereli Ryan Cotterell Mrinmaya Sachan RALM LLMAG 123 63 0 22 May 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Shunyu Yao Dian Yu Jeffrey Zhao Izhak Shafran Thomas Griffiths Yuan Cao Karthik Narasimhan LM&Ro LRM AI4CE 136 1,936 0 17 May 2023
Expository Text Generation: Imitate, Retrieve, Paraphrase Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 39 8 0 05 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 390 1,922 0 07 Apr 2023
Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 145 1,627 0 30 Mar 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 96 1,263 0 20 Mar 2023
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction Martin Josifoski Marija Sakota Maxime Peyrard Robert West SyDa 83 82 0 07 Mar 2023
The Next Chapter: A Study of Large Language Models in Storytelling Zhuohan Xie Trevor Cohn Jey Han Lau 54 47 0 24 Jan 2023
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 82 19 0 09 Dec 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 138 811 0 22 Nov 2022
What is Wrong with Language Models that Can Not Tell a Story? Ivan P. Yamshchikov Alexey Tikhonov 51 7 0 09 Nov 2022
Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 104 442 0 05 Oct 2022
Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals Piotr Wojciech Mirowski Kory W. Mathewson Jaylen Pittman Richard Evans HAI 92 261 0 29 Sep 2022
PEER: A Collaborative Language Model Timo Schick Jane Dwivedi-Yu Zhengbao Jiang Fabio Petroni Patrick Lewis Gautier Izacard Qingfei You Christoforos Nalmpantis Edouard Grave Sebastian Riedel ALM 87 97 0 24 Aug 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 117 53 0 24 Aug 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 91 48 0 01 Jul 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 404 10,301 0 17 Jun 2021
Stylized Story Generation with Style-Guided Planning Xiangzhe Kong Jialiang Huang Ziquan Tung Jian Guan Minlie Huang 63 27 0 18 May 2021
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning Xiangyu Peng Siyan Li Sarah Wiegreffe Mark O. Riedl LRM 73 39 0 04 May 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 66 51 0 25 Feb 2021
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan Minlie Huang 53 70 0 16 Sep 2020
Story Realization: Expanding Plot Events into Sentences Prithviraj Ammanabrolu Ethan Tien W. Cheung Z. Luo William Ma Lara J. Martin Mark O. Riedl NAI 64 69 0 08 Sep 2019
Argument Generation with Retrieval, Planning, and Realization Xinyu Hua Zhe Hu Lu Wang LRM 59 75 0 09 Jun 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 321 5,801 0 21 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 63 223 0 04 Apr 2019