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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
Leveraging GPT-2 for Classifying Spam Reviews with Limited Labeled Data via Adversarial Training Athirai Aravazhi Irissappane Hanfei Yu Yankun Shen Anubha Agrawal Gray Stanton 52 9 0 24 Dec 2020
Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models Alexandre Duval Thomas Lamson Gael de Leseleuc de Kerouara Matthias Gallé 45 0 0 19 Dec 2020
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders Siddharth Biswal S. Ghosh J. Duke B. Malin Walter F. Stewart Jimeng Sun SyDa BDL DRL 121 41 0 18 Dec 2020
Multi-type Disentanglement without Adversarial Training Lei Sha Thomas Lukasiewicz DRL 119 12 0 16 Dec 2020
AffectON: Incorporating Affect Into Dialog Generation Zana Buçinca Y. Yemez E. Erzin T. Metin Sezgin 38 3 0 12 Dec 2020
Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU O. Yu. Golovneva Charith Peris SyDa GAN 26 5 0 09 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 86 101 0 08 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 283 142 0 08 Dec 2020
Facilitating the Communication of Politeness through Fine-Grained Paraphrasing Liye Fu Susan R. Fussell Cristian Danescu-Niculescu-Mizil 61 18 0 30 Nov 2020
Latent Template Induction with Gumbel-CRFs Yao Fu Chuanqi Tan Bin Bi Mosha Chen Yansong Feng Alexander M. Rush BDL 72 13 0 29 Nov 2020
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi R. Fung Heng Ji Rogerio Feris Kate Saenko 68 11 0 26 Nov 2020
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach Maosen Zhang Nan Jiang Lei Li Yexiang Xue 80 5 0 24 Nov 2020
Target Guided Emotion Aware Chat Machine Wei Wei Jiayi Liu Xian-Ling Mao G. Guo Feida Zhu Pan Zhou Yuchong Hu Shanshan Feng 54 24 0 15 Nov 2020
Template Controllable keywords-to-text Generation Abhijit Mishra Md. Faisal Mahbub Chowdhury Sagar Manohar Dan Gutfreund Karthik Sankaranarayanan BDL 53 3 0 07 Nov 2020
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems Stéphane dÁscoli A. Coucke F. Caltagirone A. Caulier Marc Lelarge 27 3 0 03 Nov 2020
Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction M. Tran Yipeng Zhang M. Soleymani 65 30 0 01 Nov 2020
ControlVAE: Tuning, Analytical Properties, and Performance Analysis Huajie Shao Zhisheng Xiao Shuochao Yao Aston Zhang Shengzhong Liu Tarek Abdelzaher DRL 99 16 0 31 Oct 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 48 10 0 30 Oct 2020
Melody-Conditioned Lyrics Generation with SeqGANs Yihao Chen Alexander Lerch GAN MGen 85 29 0 28 Oct 2020
DGST: a Dual-Generator Network for Text Style Transfer Xiao Li Guanyi Chen Chenghua Lin Ruizhe Li 31 8 0 27 Oct 2020
Controlled Molecule Generator for Optimizing Multiple Chemical Properties Bonggun Shin Sungsoo Park Jinyeong Bak Joyce C. Ho 77 15 0 26 Oct 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma Maarten Sap Hannah Rashkin Yejin Choi 112 73 0 26 Oct 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 207 38 0 24 Oct 2020
CaM-Gen:Causally-aware Metric-guided Text Generation Navita Goyal Roodram Paneri Ayush Agarwal Udit Kalani Abhilasha Sancheti Niyati Chhaya 30 2 0 24 Oct 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-wei Lee Charu C. Aggarwal Aston Zhang AI4TS 126 27 0 24 Oct 2020
Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus Navita Goyal Balaji Vasan Srinivasan Anandhavelu Natarajan Abhilasha Sancheti 98 20 0 22 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 58 1 0 19 Oct 2020
Substance over Style: Document-Level Targeted Content Transfer Allison Hegel Sudha Rao Asli Celikyilmaz Bill Dolan BDL 27 1 0 16 Oct 2020
Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman Snigdha Chaturvedi 78 50 0 14 Oct 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan Lianhui Qin Eric Xing Zhiting Hu 72 38 0 14 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 86 57 0 13 Oct 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin Vered Shwartz Peter West Chandra Bhagavatula Jena D. Hwang Ronan Le Bras Antoine Bosselut Yejin Choi OffRL LRM 165 80 0 12 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 85 242 0 12 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 79 12 0 11 Oct 2020
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization Kunal Chawla Diyi Yang 114 37 0 10 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 132 290 0 09 Oct 2020
Generalizable and Explainable Dialogue Generation via Explicit Action Learning Xinting Huang Jianzhong Qi Yu Sun Rui Zhang 72 5 0 08 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 109 37 0 06 Oct 2020
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Alvin Chan Yi Tay Yew-Soon Ong Aston Zhang SILM 78 57 0 06 Oct 2020
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang Xuezhi Wang Yao Qin Ben Packer Kang Li Jilin Chen Alex Beutel Ed H. Chi SILM 81 84 0 05 Oct 2020
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup Rongzhi Zhang Yue Yu Chao Zhang VLM 94 94 0 05 Oct 2020
Goal-directed Generation of Discrete Structures with Conditional Generative Models Amina Mollaysa Brooks Paige Alexandros Kalousis 96 9 0 05 Oct 2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua Lu Wang 131 58 0 05 Oct 2020
Explaining The Efficacy of Counterfactually Augmented Data Divyansh Kaushik Amrith Rajagopal Setlur Eduard H. Hovy Zachary Chase Lipton CML 74 82 0 05 Oct 2020
Transformer-Based Neural Text Generation with Syntactic Guidance Yinghao Li Rui Feng Isaac Rehg Chao Zhang 47 15 0 05 Oct 2020
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer Yufang Huang Wentao Zhu Deyi Xiong Yiye Zhang Changjian Hu Feiyu Xu 73 35 0 02 Oct 2020
Stylized Dialogue Response Generation Using Stylized Unpaired Texts Yinhe Zheng Zikai Chen Rongsheng Zhang Shilei Huang Xiaoxi Mao Minlie Huang 69 26 0 27 Sep 2020
A little goes a long way: Improving toxic language classification despite data scarcity Mika Juuti Tommi Gröndahl Adrian Flanagan Nirmal Asokan 94 25 0 25 Sep 2020
Controllable Text Generation with Focused Variation Lei Shu Alexandros Papangelis Yi-Chia Wang Gokhan Tur Hu Xu Zhaleh Feizollahi Bing-Quan Liu Piero Molino 86 11 0 25 Sep 2020
Composed Variational Natural Language Generation for Few-shot Intents Congying Xia Caiming Xiong Philip Yu R. Socher VLM DRL 82 31 0 21 Sep 2020