The Next Chapter: A Study of Large Language Models in Storytelling

24 January 2023

Papers citing "The Next Chapter: A Study of Large Language Models in Storytelling"

40 / 40 papers shown

Title
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach Ruizhe Li Chiwei Zhu Benfeng Xu Xiaorui Wang Zhendong Mao 24 0 0 22 Apr 2025
Enhancing multimodal analogical reasoning with Logic Augmented Generation Anna Sofia Lippolis Andrea Giovanni Nuzzolese Aldo Gangemi ReLM LRM 41 0 0 15 Apr 2025
LLM-driven Constrained Copy Generation through Iterative Refinement Varun Vasudevan Faezeh Akhavizadegan Abhinav Prakash Yokila Arora Jason H. D. Cho Tanya Mendiratta Sushant Kumar Kannan Achan 32 0 0 14 Apr 2025
Learning to Reason for Long-Form Story Generation Alexander Gurung Mirella Lapata ReLM OffRL LRM 53 0 0 28 Mar 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 46 1 0 14 Mar 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 61 0 0 20 Feb 2025
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement Qianyue Wang Jinwu Hu Zhengping Li Yufeng Wang daiyuan li Yu Hu Mingkui Tan 72 3 0 18 Dec 2024
WHAT-IF: Exploring Branching Narratives by Meta-Prompting Large Language Models Runsheng Huang Lara J. Martin Chris Callison-Burch LRM AI4CE LLMAG 66 0 0 13 Dec 2024
MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions Jinming Zhang Yunfei Long 77 0 0 03 Dec 2024
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Elita Lobo Chirag Agarwal Himabindu Lakkaraju LRM 70 5 0 22 Nov 2024
FIRE: Fact-checking with Iterative Retrieval and Verification Zhuohan Xie Rui Xing Yuxia Wang Jiahui Geng Hasan Iqbal Dhruv Sahnan Iryna Gurevych Preslav Nakov HILM 48 2 0 17 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 43 7 0 03 Oct 2024
Recent Advancement of Emotion Cognition in Large Language Models Yuyan Chen Yanghua Xiao OffRL 35 2 0 20 Sep 2024
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 24 0 0 17 Sep 2024
CLUE: Concept-Level Uncertainty Estimation for Large Language Models Yu-Hsiang Wang Andrew Bai Che-Ping Tsai Cho-Jui Hsieh LRM 27 0 0 04 Sep 2024
What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation Dingyi Yang Qin Jin 31 5 0 26 Aug 2024
Automatic Metrics in Natural Language Generation: A Survey of Current Evaluation Practices Patrícia Schmidtová Saad Mahamood Simone Balloccu Ondřej Dušek Albert Gatt Dimitra Gkatzia David M. Howcroft Ondřej Plátek Adarsa Sivaprasad 40 3 0 17 Aug 2024
Evaluating the Evaluator: Measuring LLMs' Adherence to Task Evaluation Instructions Bhuvanashree Murugadoss Christian Poelitz Ian Drosos Vu Le Nick McKenna Carina Negreanu Chris Parnin Advait Sarkar ELM ALM 24 12 0 16 Aug 2024
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions Jérémy Perez Corentin Léger Grgur Kovač Cédric Colas Gaia Molinaro Maxime Derex Pierre-Yves Oudeyer Clément Moulin-Frier 34 5 0 05 Jul 2024
Jailbreaking LLMs with Arabic Transliteration and Arabizi Mansour Al Ghanim Saleh Almohaimeed Mengxin Zheng Yan Solihin Qian Lou 23 0 0 26 Jun 2024
Themis: Towards Flexible and Interpretable NLG Evaluation Xinyu Hu Li Lin Mingqi Gao Xunjian Yin Xiaojun Wan ELM 29 6 0 26 Jun 2024
The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories Xi Yu Huang Krishnapriya Vishnubhotla Frank Rudzicz 24 1 0 24 Jun 2024
On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept Guangliang Liu Haitao Mao Bochuan Cao Zhiyu Xue K. Johnson Jiliang Tang Rongrong Wang LRM 24 9 0 04 Jun 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Chenxi Whitehouse Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 21 41 0 22 Apr 2024
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling Hang Jiang Xiajie Zhang Robert Mahari Daniel Kessler Eric Ma ... Irene Li Alex Pentland Yoon Kim Deb Roy Jad Kabbara AILaw 20 20 0 26 Feb 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? Ning Bian Xianpei Han Hongyu Lin Yaojie Lu Ben He Le Sun 21 1 0 22 Feb 2024
Are LLM-based Evaluators Confusing NLG Quality Criteria? Xinyu Hu Mingqi Gao Sen Hu Yang Zhang Yicheng Chen Teng Xu Xiaojun Wan AAML ELM 26 21 0 19 Feb 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 22 30 0 17 Feb 2024
Event Causality Is Key to Computational Story Understanding Yidan Sun Qin Chao Boyang Albert Li 13 5 0 16 Nov 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 0 03 May 2023
ReelFramer: Human-AI Co-Creation for News-to-Video Translation Sitong Wang Samia Menon Tao Long Keren Henderson Dingzeyu Li Kevin Crowston Mark Hansen Jeffrey V. Nickerson Lydia B. Chilton 17 26 0 19 Apr 2023
DeltaScore: Fine-Grained Story Evaluation with Perturbations Zhuohan Xie Miao Li Trevor Cohn Jey Han Lau 22 4 0 15 Mar 2023
The Authenticity Gap in Human Evaluation Kawin Ethayarajh Dan Jurafsky 79 24 0 24 May 2022
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska Nader Akoury Mohit Iyyer 204 106 0 14 Sep 2021
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning Xiangyu Peng Siyan Li Sarah Wiegreffe Mark O. Riedl LRM 38 38 0 04 May 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 1,114 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 243 1,791 0 17 Sep 2019
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 112 214 0 06 Nov 2018
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015