TopNet: Learning from Neural Topic Model to Generate Long Stories

14 December 2021

Huan Sun

Papers citing "TopNet: Learning from Neural Topic Model to Generate Long Stories"

38 / 38 papers shown

Title
Improving Neural Story Generation by Targeted Common Sense Grounding H. H. Mao Bodhisattwa Prasad Majumder Julian McAuley G. Cottrell LRM 16 46 0 26 Aug 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 96 1,953 0 24 Jul 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 34 121 0 20 Apr 2019
Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation Seraphina Goldfarb-Tarrant Haining Feng Nanyun Peng 21 66 0 04 Apr 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 50 127 0 17 Mar 2019
Strategies for Structuring Story Generation Angela Fan M. Lewis Yann N. Dauphin 39 213 0 04 Feb 2019
Plan-And-Write: Towards Better Automatic Storytelling Lili Yao Nanyun Peng R. Weischedel Kevin Knight Dongyan Zhao Rui Yan 41 405 0 14 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 725 93,936 0 11 Oct 2018
Controllable Neural Story Plot Generation via Reward Shaping Pradyumna Tambwekar Murtaza Dhuliawala Lara J. Martin Animesh Mehta Brent Harrison Mark O. Riedl 31 88 0 27 Sep 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization Yizhe Zhang Michel Galley Jianfeng Gao Zhe Gan Xiujun Li Chris Brockett W. Dolan 50 299 0 16 Sep 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 48 84 0 12 Sep 2018
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation Jingjing Xu Xuancheng Ren Yanzhe Zhang Qi Zeng Xiaoyan Cai Xu Sun LRM 34 106 0 21 Aug 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 120 1,604 0 13 May 2018
Topic Compositional Neural Language Model Wenlin Wang Zhe Gan Wenqi Wang Dinghan Shen Jiaji Huang Ming-Yu Liu S. Satheesh Lawrence Carin 26 81 0 28 Dec 2017
Story Generation from Sequence of Independent Short Descriptions Parag Jain Priyanka Agrawal Abhijit Mishra Mohak Sukhwani Anirban Laha Karthik Sankaranarayanan 49 85 0 18 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 273 129,831 0 12 Jun 2017
Discovering Discrete Latent Topics with Neural Variational Inference Yishu Miao Edward Grefenstette Phil Blunsom DRL BDL 97 289 0 01 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 113 1,551 0 11 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 111 3,279 0 08 May 2017
Topically Driven Neural Language Model Jey Han Lau Timothy Baldwin Trevor Cohn BDL 24 65 0 26 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 151 4,003 0 14 Apr 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 35 898 0 23 Jan 2017
TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency Adji Bousso Dieng Chong-Jun Wang Jianfeng Gao John Paisley 36 243 0 05 Nov 2016
A Neural Knowledge Language Model Sungjin Ahn Heeyoul Choi Tanel Pärnamaa Yoshua Bengio 42 123 0 01 Aug 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 94 703 0 06 Apr 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 92 1,537 0 21 Mar 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 52 1,115 0 25 Jan 2016
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 39 618 0 19 Nov 2015
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 77 2,380 0 11 Oct 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 99 1,752 0 17 Jul 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 111 2,405 0 22 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 245 3,527 0 10 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 387 149,474 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 157 12,632 0 11 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 300 27,205 0 01 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 313 16,972 0 20 Dec 2013
Probabilistic Latent Semantic Analysis Thomas Hofmann 112 2,805 0 23 Jan 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 74 6,619 0 22 Dec 2012