A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation

Transactions of the Association for Computational Linguistics (TACL), 2020

15 January 2020

Fei Huang

Papers citing "A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation"

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Title
ART: Adaptive Response Tuning Framework -- A Multi-Agent Tournament-Based Approach to LLM Response Optimization Omer Jauhar Khan LLMAG 100 0 0 29 Nov 2025
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery ApproachIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2025 Shuqi Liu Han Wu Guanzhi Deng Jianshu Chen Xiaoyang Wang Linqi Song 48 0 0 28 Nov 2025
Who Is the Story About? Protagonist Entity Recognition in News Jorge Gabín M. E. Ares Javier Parapar 218 0 0 10 Nov 2025
From Image Captioning to Visual Storytelling Admitos Passadakis Yingjin Song Albert Gatt DiffM 190 0 0 31 Jul 2025
Guiding Generative Storytelling with Knowledge Graphs Zhijun Pan Antonios Andronis Eva Hayek Oscar AP Wilkinson Ilya Lasy Annette Parry Guy Gadney Tim J. Smith Mick Grierson 173 1 0 30 May 2025
Writing Like the Best: Exemplar-Based Expository Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yuxiang Liu Kevin Chen-Chuan Chang 218 1 0 24 May 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 311 5 0 14 Mar 2025
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 185 0 0 09 Mar 2025
MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and ActionsInternational Conference on Computational Linguistics (COLING), 2024 Jinming Zhang Yunfei Long 332 2 0 03 Dec 2024
What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation Dingyi Yang Qin Jin 379 15 0 26 Aug 2024
Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge Aida Usmanova Junbo Huang Debayan Banerjee Ricardo Usbeck 197 1 0 24 Jul 2024
Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech Neemesh Yadav Sarah Masud Vikram Goyal Vikram Goyal Md. Shad Akhtar Tanmoy Chakraborty 173 15 0 06 Jun 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 205 31 0 22 May 2024
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense Siqi Shen Lajanugen Logeswaran Moontae Lee Honglak Lee Soujanya Poria Amélie Reymond AI4MH LRM ELM 287 53 0 07 May 2024
Creating Suspenseful Stories: Iterative Planning with Large Language Models Kaige Xie Mark Riedl LRM 183 19 0 27 Feb 2024
Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling Chao Zhang Xuechen Liu Katherine Ziska Soobin Jeon Chi-Lin Yu Ying Xu 210 69 0 02 Feb 2024
ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AITransactions of the Association for Computational Linguistics (TACL), 2024 Sarah E. Finch Jinho D. Choi LRM 152 3 0 27 Jan 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language ProcessingExpert systems with applications (ESWA), 2024 Rrubaa Panchendrarajan A. Zubiaga 383 14 0 22 Jan 2024
LongStory: Coherent, Complete and Length Controlled Long story GenerationPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023 Kyeongman Park Nakyeong Yang Kyomin Jung 262 8 0 26 Nov 2023
A Cross-Attention Augmented Model for Event-Triggered Context-Aware Story Generation Chen Tang Tyler Loakman Chenghua Lin 139 8 0 19 Nov 2023
Event Causality Is Key to Computational Story Understanding Yidan Sun Qin Chao Boyang Albert Li 262 11 0 16 Nov 2023
Multi-level Contrastive Learning for Script-based Character Understanding Dawei Li Hengyuan Zhang Yanran Li Shiping Yang 252 17 0 20 Oct 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative WritingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Carlos Gómez-Rodríguez Paul Williams 208 122 0 12 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of EvidenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 295 19 0 09 Oct 2023
Large Language Models Are Also Good Prototypical Commonsense Reasoners Chenin Li Qianglong Chen Yin Zhang Yifei Zhang Hongxiang Yao ReLM LRM ELM 174 1 0 22 Sep 2023
An Overview Of Temporal Commonsense Reasoning and Acquisition Georg Wenzel Adam Jatowt ReLM LRM 392 13 0 28 Jul 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language ModelingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 316 136 0 20 Jun 2023
Plug-and-Play Knowledge Injection for Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhengyan Zhang Zhiyuan Zeng Yankai Lin Huadong Wang Deming Ye ... Xu Han Zhiyuan Liu Peng Li Maosong Sun Jie Zhou KELM 204 16 0 28 May 2023
Free Lunch for Efficient Textual Commonsense Integration in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Wanyun Cui Xingran Chen 125 3 0 24 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023 Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Amélie Reymond LRM 304 8 0 21 May 2023
Can Large Language Models Be an Alternative to Human Evaluations?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Cheng-Han Chiang Hung-yi Lee ALM LM&MA 553 830 0 03 May 2023
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text GenerationTransactions of the Association for Computational Linguistics (TACL), 2023 Fei Huang Pei Ke Shiyu Huang AI4CE 160 12 0 24 Apr 2023
DeltaScore: Fine-Grained Story Evaluation with PerturbationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhuohan Xie Miao Li Trevor Cohn Jey Han Lau 330 10 0 15 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A SurveyMachine Intelligence Research (MIR), 2023 Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 222 30 0 14 Mar 2023
Multimodal Event Transformer for Image-guided Story Ending GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Yucheng Zhou Guodong Long 210 24 0 26 Jan 2023
The Next Chapter: A Study of Large Language Models in StorytellingInternational Conference on Natural Language Generation (INLG), 2023 Zhuohan Xie Trevor Cohn Jey Han Lau 302 65 0 24 Jan 2023
Unifying Structure Reasoning and Language Model Pre-training for Complex ReasoningIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Siyuan Wang Zhongyu Wei Jiarong Xu Taishan Li Zhihao Fan LRM 267 8 0 21 Jan 2023
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image SequencesTransactions of the Association for Computational Linguistics (TACL), 2023 Xudong Hong A. Sayeed K. Mehra Vera Demberg Bernt Schiele VGen 114 52 0 20 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 224 3 0 27 Dec 2022
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yi Dong Lara J. Martin Chris Callison-Burch 192 10 0 21 Dec 2022
Neural Story Planning Anbang Ye Christopher Cui Taiwei Shi Mark O. Riedl 102 8 0 16 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 282 29 0 09 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief ReviewIEEE Data Engineering Bulletin (DEB), 2022 Jiangjie Chen Yanghua Xiao 204 5 0 07 Dec 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse PromptsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Arshiya Aggarwal Jiao Sun Nanyun Peng 136 11 0 03 Dec 2022
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal Liu Yan Dongkyu Choi Kenneth Kwok 260 0 0 30 Nov 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Wenhao Li Xiaoyuan Yi Jinyi Hu Maosong Sun Xing Xie 223 2 0 14 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language ModelsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 382 192 0 11 Nov 2022
Towards Inter-character Relationship-driven Story GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Anvesh Rao Vijjini Faeze Brahman Snigdha Chaturvedi 147 10 0 01 Nov 2022
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Silin Gao Jena D. Hwang Saya Kanno Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut HILM 162 16 0 23 Oct 2022
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chen Tang Chenghua Lin Hen-Hsen Huang Frank Guerin Zhihao Zhang 194 20 0 22 Oct 2022