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Toward Controlled Generation of Text

2 March 2017

Xiaodan Liang

Papers citing "Toward Controlled Generation of Text"

50 / 562 papers shown

Title
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing Hao Fu Chunyuan Li Xiaodong Liu Jianfeng Gao Asli Celikyilmaz Lawrence Carin ODL 85 368 0 25 Mar 2019
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 67 275 0 25 Mar 2019
GANs for Semi-Supervised Opinion Spam Detection Gray Stanton Athirai Aravazhi Irissappane 68 44 0 19 Mar 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 90 127 0 17 Mar 2019
Formality Style Transfer with Hybrid Textual Annotations Ruochen Xu Tao Ge Furu Wei 73 41 0 15 Mar 2019
Consistent Dialogue Generation with Self-supervised Feature Learning Yizhe Zhang Xiang Gao Sungjin Lee Chris Brockett Michel Galley Jianfeng Gao W. Dolan 106 28 0 13 Mar 2019
Persona-Aware Tips Generation Piji Li Zihao Wang Lidong Bing Wai Lam 75 41 0 06 Mar 2019
Towards Multi-pose Guided Virtual Try-on Network Haoye Dong Xiaodan Liang Bochao Wang Hanjiang Lai Jia Zhu Jian Yin 3DH 137 209 0 28 Feb 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 90 24 0 24 Feb 2019
What makes a good conversation? How controllable attributes affect human judgments A. See Stephen Roller Douwe Kiela Jason Weston 114 290 0 22 Feb 2019
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models Dinghan Shen Asli Celikyilmaz Yizhe Zhang Liqun Chen Xin Eric Wang Jianfeng Gao Lawrence Carin DRL 79 53 0 01 Feb 2019
Shaping the Narrative Arc: An Information-Theoretic Approach to Collaborative Dialogue K. Mathewson Pablo Samuel Castro Colin Cherry George F. Foster Marc G. Bellemare 54 14 0 31 Jan 2019
Towards Controlled Transformation of Sentiment in Sentences Wouter Leeftink Gerasimos Spanakis 54 11 0 31 Jan 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 119 1,965 0 31 Jan 2019
Data-to-Text Generation with Style Imitation Shuai Lin Wentao Wang Zichao Yang Haoran Shi Frank F. Xu Eric Xing Zhiting Hu 91 8 0 28 Jan 2019
An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation X. Kong Bohan Li Graham Neubig Eduard H. Hovy Yiming Yang 56 28 0 22 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 78 71 0 08 Jan 2019
Text Infilling Wanrong Zhu Zhiting Hu Eric Xing 137 63 0 01 Jan 2019
Generating lyrics with variational autoencoder and multi-modal artist embeddings Olga Vechtomova Hareesh Bahuleyan Amirpasha Ghabussi V. John GAN 47 14 0 20 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 121 42 0 17 Dec 2018
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 75 315 0 17 Dec 2018
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 89 447 0 12 Dec 2018
Structured Neural Topic Models for Reviews Babak Esmaeili Hongyi Huang Byron C. Wallace Jan-Willem van de Meent BDL DRL 19 3 0 12 Dec 2018
Senti-Attend: Image Captioning using Sentiment and Attention Omid Mohamad Nezami Mark Dras Stephen Wan Cécile Paris VLM 56 16 0 24 Nov 2018
Connecting the Dots Between MLE and RL for Sequence Prediction Bowen Tan Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric Xing 122 24 0 24 Nov 2018
Learning to Predict the Cosmological Structure Formation Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 92 172 0 15 Nov 2018
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling Ning Miao Hao Zhou Lili Mou Rui Yan Lei Li 163 194 0 14 Nov 2018
Extractive Summary as Discrete Latent Variables Aran Komatsuzaki 56 3 0 14 Nov 2018
An Overview of Computational Approaches for Interpretation Analysis Philipp Blandfort Jörn Hees D. Patton 49 2 0 09 Nov 2018
Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks P. Schwaller P. Bolgar GAN MedIm 62 17 0 05 Nov 2018
Multiple-Attribute Text Style Transfer Sandeep Subramanian Guillaume Lample Eric Michael Smith Ludovic Denoyer MarcÁurelio Ranzato Y-Lan Boureau 99 79 0 01 Nov 2018
ATM:Adversarial-neural Topic Model Rui Wang Deyu Zhou Yulan He BDL GAN 88 92 0 01 Nov 2018
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset Hannah Rashkin Eric Michael Smith Margaret Li Y-Lan Boureau VLM 71 48 0 01 Nov 2018
Dirichlet Variational Autoencoder for Text Modeling Yijun Xiao Tiancheng Zhao William Yang Wang BDL DRL 64 21 0 31 Oct 2018
Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer Richard Yuanzhe Pang Kevin Gimpel 55 3 0 28 Oct 2018
PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences Payel Das Kahini Wadhawan Oscar Chang Tom Sercu Cicero Nogueira dos Santos Matthew D Riemer Vijil Chenthamarakshan Inkit Padhi Aleksandra Mojsilović DRL 47 0 0 17 Oct 2018
Structured Content Preservation for Unsupervised Text Style Transfer Youzhi Tian Zhiting Hu Zhou Yu 93 45 0 15 Oct 2018
SALSA-TEXT : self attentive latent space based adversarial text generation Jules Gagnon-Marchand Hamed Sadeghi Md. Akmal Haidar Mehdi Rezagholizadeh 82 18 0 28 Sep 2018
Counterfactual Fairness in Text Classification through Robustness Sahaj Garg Vincent Perot Nicole Limtiaco Ankur Taly Ed H. Chi Alex Beutel 102 261 0 27 Sep 2018
A Lightweight Music Texture Transfer System Xutan Peng Chen Li Zhi Cai Faqiang Shi Yidan Liu Jianxin Li 71 0 0 27 Sep 2018
Better Conversations by Modeling,Filtering,and Optimizing for Coherence and Diversity Xinnuo Xu Ondrej Dusek Ioannis Konstas Verena Rieser 57 65 0 18 Sep 2018
Style Transfer Through Multilingual and Feedback-Based Back-Translation Shrimai Prabhumoye Yulia Tsvetkov A. Black Ruslan Salakhutdinov 30 6 0 17 Sep 2018
Unsupervised Controllable Text Formalization Parag Jain Abhijit Mishra A. Azad Karthik Sankaranarayanan 94 27 0 10 Sep 2018
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders Tengfei Ma Jie Chen Cao Xiao 136 210 0 07 Sep 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 87 91 0 07 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 136 56 0 04 Sep 2018
Spherical Latent Spaces for Stable Variational Autoencoders Jiacheng Xu Greg Durrett BDL DRL 96 195 0 31 Aug 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 129 201 0 30 Aug 2018
Hierarchical Quantized Representations for Script Generation Noah Weber L. Shekhar Niranjan Balasubramanian Nathanael Chambers BDL 43 32 0 28 Aug 2018
Adversarial Decomposition of Text Representation Alexey Romanov Anna Rumshisky Anna Rogers David Donahue 77 44 0 27 Aug 2018