Do Massively Pretrained Language Models Make Better Storytellers?

24 September 2019

Christopher D. Manning

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Papers citing "Do Massively Pretrained Language Models Make Better Storytellers?"

35 / 35 papers shown

Title
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs Guillermo Marco Luz Rello Julio Gonzalo LM&MA ALM 39 6 0 17 Sep 2024
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation Senyu Han Lu Chen Li-Min Lin Zhengshan Xu Kai Yu LM&Ro 46 13 0 01 Jul 2024
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models J. Michaelov Catherine Arnett Tyler A. Chang Benjamin Bergen 36 12 0 15 Nov 2023
ViPE: Visualise Pretty-much Everything Hassan Shahmohammadi Adhiraj Ghosh Hendrik P. A. Lensch DiffM 23 1 0 16 Oct 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing Carlos Gómez-Rodríguez Paul Williams 29 65 0 12 Oct 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 30 13 0 31 Jul 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond Haw-Shiuan Chang Zonghai Yao Alolika Gon Hong-ye Yu Andrew McCallum 43 10 0 20 May 2023
Automatic Generation of German Drama Texts Using Fine Tuned GPT-2 Models Mariam Bangura Kristina Barabashova Anna Karnysheva Sarah Semczuk Yifa Wang 11 3 0 08 Jan 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 24 7 0 05 Jan 2023
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 32 0 0 07 Nov 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 23 39 0 30 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 29 107 0 13 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence Chris Callison-Burch Gaurav Singh Tomar Lara J. Martin Daphne Ippolito Suma Bailis David Reitter 16 46 0 13 Oct 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 26 10 0 25 Jul 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 16 68 0 19 May 2022
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning Amal Alabdulkarim W. Li Lara J. Martin Mark O. Riedl 16 22 0 16 Dec 2021
How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN R. Thomas McCoy P. Smolensky Tal Linzen Jianfeng Gao Asli Celikyilmaz SyDa 17 119 0 18 Nov 2021
Cut the CARP: Fishing for zero-shot story evaluation Shahbuland Matiana J. Smith Ryan Teehan Louis Castricato Stella Biderman Leo Gao Spencer Frazier 47 16 0 06 Oct 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Dheeraj Mekala Varun Gangal Jingbo Shang AI4TS 27 22 0 22 Sep 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 45 17 0 17 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 27 8 0 14 Sep 2021
To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text Matthew Wilber William Timkey Marten van Schijndel 13 8 0 03 Jun 2021
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models Anne Beyer Sharid Loáiciga David Schlangen 19 15 0 07 May 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 217 143 0 18 Apr 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase Akhila Yerukola Mason Bretan Hongxia Jin 14 3 0 16 Apr 2021
NAREOR: The Narrative Reordering Problem Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 25 26 0 14 Apr 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
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen 30 12 0 04 Jan 2021
Collaborative Storytelling with Large-scale Neural Language Models Eric Nichols Leo Gao R. Gomez 15 43 0 20 Nov 2020
Consistency and Coherency Enhanced Story Generation Wei Wang Piji Li Haitao Zheng 25 11 0 17 Oct 2020
Examining the rhetorical capacities of neural language models Zining Zhu Chuer Pan Mohamed Abdalla Frank Rudzicz 28 10 0 01 Oct 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 22 99 0 18 May 2020
Toward Better Storylines with Sentence-Level Language Models Daphne Ippolito David Grangier Douglas Eck Chris Callison-Burch LRM 21 24 0 11 May 2020
SongNet: Rigid Formats Controlled Text Generation Piji Li Haisong Zhang Xiaojiang Liu Shuming Shi 16 53 0 17 Apr 2020
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 119 215 0 06 Nov 2018