Topic-Guided Variational Autoencoders for Text Generation

17 March 2019

Lawrence Carin

Papers citing "Topic-Guided Variational Autoencoders for Text Generation"

23 / 23 papers shown

Title
LLM-based multi-agent poetry generation in non-cooperative environments Ran Zhang Steffen Eger LLMAG 37 5 0 05 Sep 2024
Membership Inference Attacks and Privacy in Topic Modeling Nico Manzonelli Wanrong Zhang Salil P. Vadhan 37 1 0 07 Mar 2024
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 32 1 0 04 Dec 2023
Boosting Summarization with Normalizing Flows and Aggressive Training Yu Yang Xiaotong Shen AI4CE TPM 24 0 0 01 Nov 2023
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference Siqi Kou Lei Gan Dequan Wang Chongxuan Li Zhijie Deng BDL DiffM 23 7 0 17 Oct 2023
Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge Yuanyuan Tian Wenwen Li Sizhe Wang Zhining Gu 24 3 0 17 May 2023
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 27 2 0 15 Nov 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 52 214 0 14 Jan 2022
CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation Yassaman Ommi Matin Yousefabadi Faezeh Faez Amirmojtaba Sabour M. Baghshah Hamid R. Rabiee GNN CML BDL 42 4 0 07 Oct 2021
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints Zichao Wang Andrew S. Lan Richard G. Baraniuk 64 45 0 09 Sep 2021
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification Bo Pang Ying Nian Wu 24 18 0 26 Aug 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 21 27 0 15 Jun 2021
EXoN: EXplainable encoder Network SeungHwan An Hosik Choi Jong-June Jeon BDL DRL 29 5 0 23 May 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou Makoto Miwa Sophia Ananiadou 40 20 0 16 Apr 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 18 37 0 20 Mar 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 36 9 0 12 Mar 2021
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick Mehdi Rezaee Francis Ferraro BDL DRL 17 27 0 22 Oct 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 27 55 0 09 Jul 2020
Multiple Imputation for Biomedical Data using Monte Carlo Dropout Autoencoders Kristian Miok Dong Nguyen Doan Marko Robnik-Šikonja D. Zaharie SyDa 34 7 0 13 May 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 22 11 0 23 Mar 2020
Paraphrase Generation with Latent Bag of Words Yao Fu Yansong Feng John P. Cunningham BDL 25 91 0 07 Jan 2020
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016