v1v2v3 (latest)

Topic Compositional Neural Language Model

International Conference on Artificial Intelligence and Statistics (AISTATS), 2017

28 December 2017

Lawrence Carin

Papers citing "Topic Compositional Neural Language Model"

39 / 39 papers shown

Title
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 132 2 0 04 Dec 2023
Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources Jiasheng Si Yingjie Zhu Xingyu Shi Deyu Zhou Yulan He 103 0 0 22 Jul 2023
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 161 3 0 15 Nov 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic EmbeddingNeural Information Processing Systems (NeurIPS), 2022 Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 211 30 0 16 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 313 13 0 08 Oct 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 169 10 0 04 Sep 2022
TopNet: Learning from Neural Topic Model to Generate Long Stories Yazheng Yang Boyuan Pan Deng Cai Huan Sun 123 10 0 14 Dec 2021
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model Elaine Zosa Ravi Shekhar Mladen Karan Matthew Purver 146 2 0 21 Sep 2021
What Have Been Learned & What Should Be Learned? An Empirical Study of How to Selectively Augment Text for Classification Biyang Guo S. Han Hailiang Huang 122 5 0 01 Sep 2021
Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective Sharif Amit Kamran S. Sengupta Alireza Tavakkoli GAN AAML 228 11 0 04 Aug 2021
Recurrent Coupled Topic Modeling over Sequential Documents Jinjin Guo LongBing Cao Zhiguo Gong 95 3 0 23 Jun 2021
Topic Modelling Meets Deep Neural Networks: A SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 He Zhao Dinh Q. Phung Viet Huynh Yuan Jin Lan Du Wray Buntine BDL 147 154 0 28 Feb 2021
Label Confusion Learning to Enhance Text Classification ModelsAAAI Conference on Artificial Intelligence (AAAI), 2020 Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 206 77 0 09 Dec 2020
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick Mehdi Rezaee Francis Ferraro BDL DRL 126 28 0 22 Oct 2020
Explainable and Discourse Topic-aware Neural Language Understanding Yatin Chaudhary Hinrich Schütze Pankaj Gupta BDL 200 7 0 18 Jun 2020
Contextual Text Style TransferFindings (Findings), 2020 Yu Cheng Zhe Gan Yizhe Zhang Oussama Elachqar Dianqi Li Jingjing Liu 215 34 0 30 Apr 2020
Recurrent Hierarchical Topic-Guided RNN for Language Generation D. Guo Bo Chen Ruiying Lu Mingyuan Zhou BDL LRM 204 8 0 21 Dec 2019
Graph-Driven Generative Models for Heterogeneous Multi-Task LearningAAAI Conference on Artificial Intelligence (AAAI), 2019 Wenlin Wang Hongteng Xu Zhe Gan Bai Li Guoyin Wang Liqun Chen Qian Yang Wenqi Wang Lawrence Carin BDL MedIm 145 14 0 20 Nov 2019
INSET: Sentence Infilling with INter-SEntential Transformer Yichen Huang Yizhe Zhang Oussama Elachqar Yu Cheng 227 1 0 10 Nov 2019
Zero-Shot Recognition via Optimal Transport Wenlin Wang Hongteng Xu Guoyin Wang Wenqi Wang Lawrence Carin OT 156 2 0 20 Oct 2019
Improving Textual Network Learning with Variational Homophilic EmbeddingsNeural Information Processing Systems (NeurIPS), 2019 Wenlin Wang Chenyang Tao Zhe Gan Guoyin Wang Liqun Chen Xinyuan Zhang Ruiyi Zhang Qian Yang Ricardo Henao Lawrence Carin DRL 114 17 0 30 Sep 2019
Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers Yatin Chaudhary Pankaj Gupta Thomas Runkler CLL BDL 76 1 0 29 Sep 2019
Behavior Gated Language Models Prashanth Gurunath Shivakumar Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 143 1 0 31 Aug 2019
Towards Integration of Statistical Hypothesis Tests into Deep Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Ahmad Aghaebrahimian Mark Cieliebak 49 2 0 15 Jun 2019
Calibration, Entropy Rates, and Memory in Language ModelsInternational Conference on Machine Learning (ICML), 2019 M. Braverman Xinyi Chen Sham Kakade Karthik Narasimhan Cyril Zhang Yi Zhang 208 43 0 11 Jun 2019
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 Yanshuai Cao Peng Xu 125 2 0 28 May 2019
On Variational Learning of Controllable Representations for Text without Supervision Peng Xu Jackie C.K. Cheung Yanshuai Cao SSL DRL 201 9 0 28 May 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 213 131 0 17 Mar 2019
TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts Michihiro Yasunaga John D. Lafferty 259 34 0 16 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 684 4,101 0 09 Jan 2019
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 238 45 0 17 Dec 2018
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior Pankaj Gupta Yatin Chaudhary Florian Buettner Hinrich Schütze BDL 254 19 0 09 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 200 86 0 12 Sep 2018
A Unified Particle-Optimization Framework for Scalable Bayesian Sampling Changyou Chen Ruiyi Zhang Wenlin Wang Bai Li Liqun Chen 239 91 0 29 May 2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing Dinghan Shen Qinliang Su Paidamoyo Chapfuwa Wenlin Wang Guoyin Wang Lawrence Carin Ricardo Henao 130 61 0 14 May 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 191 416 0 10 May 2018
Wide Compression: Tensor Ring Nets Wenqi Wang Yifan Sun Brian Eriksson Wenlin Wang Vaneet Aggarwal 134 179 0 25 Feb 2018
Semi-Amortized Variational Autoencoders Yoon Kim Sam Wiseman Andrew C. Miller David Sontag Alexander M. Rush BDL DRL 648 251 0 07 Feb 2018
Learning Context-Sensitive Convolutional Filters for Text Processing Dinghan Shen Martin Renqiang Min Yitong Li Lawrence Carin 174 11 0 25 Sep 2017