Topic Compositional Neural Language Model

Topic Compositional Neural Language Model

28 December 2017

Lawrence Carin

Papers citing "Topic Compositional Neural Language Model"

16 / 16 papers shown

Title
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 37 1 0 04 Dec 2023
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 34 2 0 15 Nov 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 53 21 0 16 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 56 10 0 08 Oct 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 32 9 0 04 Sep 2022
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model Elaine Zosa Ravi Shekhar Mladen Karan Matthew Purver 27 2 0 21 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 33 6 0 04 Aug 2021
Label Confusion Learning to Enhance Text Classification Models Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 63 68 0 09 Dec 2020
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick Mehdi Rezaee Francis Ferraro BDL DRL 17 27 0 22 Oct 2020
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 33 126 0 17 Mar 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 38 3,685 0 09 Jan 2019
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior Pankaj Gupta Yatin Chaudhary Florian Buettner Hinrich Schütze BDL 27 18 0 09 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 35 84 0 12 Sep 2018
A Unified Particle-Optimization Framework for Scalable Bayesian Sampling Changyou Chen Ruiyi Zhang Wenlin Wang Bai Li Liqun Chen 26 86 0 29 May 2018
Wide Compression: Tensor Ring Nets Wenqi Wang Yifan Sun Brian Eriksson Wenlin Wang Vaneet Aggarwal 13 168 0 25 Feb 2018
Semi-Amortized Variational Autoencoders Yoon Kim Sam Wiseman Andrew C. Miller David Sontag Alexander M. Rush BDL DRL 33 243 0 07 Feb 2018