Toward Controlled Generation of Text

2 March 2017

Xiaodan Liang

Papers citing "Toward Controlled Generation of Text"

50 / 561 papers shown

Title
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 26 8 0 04 Sep 2022
Sketching the Expression: Flexible Rendering of Expressive Piano Performance with Self-Supervised Learning Seungyeon Rhyu Sarah Kim Kyogu Lee 25 8 0 31 Aug 2022
Composable Text Controls in Latent Space with ODEs Guangyi Liu Zeyu Feng Yuan Gao Zichao Yang Xiaodan Liang Junwei Bao Xiaodong He Shuguang Cui Zhen Li Zhiting Hu AI4CE DiffM 36 32 0 01 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
Intention-Conditioned Long-Term Human Egocentric Action Forecasting Esteve Valls Mascaro Hyemin Ahn Dongheui Lee EgoV 19 28 0 25 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 31 28 0 19 Jul 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu Xiaoyuan Yi Wenhao Li Maosong Sun Xing Xie 21 21 0 13 Jul 2022
Plug and Play Counterfactual Text Generation for Model Robustness Nishtha Madaan Srikanta J. Bedathur Diptikalyan Saha 31 4 0 21 Jun 2022
Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models Han Liu Bingning Wang Ting Yao Haijin Liang Jianjin Xu Xiaolin Hu BDL 34 1 0 11 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization Sarah Masud Manjot Bedi Mohammad Aflah Khan Md. Shad Akhtar Tanmoy Chakraborty 23 20 0 08 Jun 2022
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators Rilwan A. Adewoyin Ritabrata Dutta Yulan He 19 2 0 25 May 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning Mingkai Deng Jianyu Wang Cheng-Ping Hsieh Yihan Wang Han Guo Tianmin Shu Meng Song Eric P. Xing Zhiting Hu 27 319 0 25 May 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning Xiangyang Li Xiang Long Yu Xia Sujian Li 19 10 0 25 May 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky VLM 82 65 0 23 May 2022
Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes M. Bilici M. Amasyalı ViT 11 2 0 19 May 2022
Exploiting Social Media Content for Self-Supervised Style Transfer Dana Ruiter Thomas Kleinbauer C. España-Bonet Josef van Genabith Dietrich Klakow 30 2 0 18 May 2022
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation Lingyu Gao Debanjan Ghosh Kevin Gimpel 29 11 0 17 May 2022
AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling Haoqin Tu Zhongliang Yang Jinshuai Yang Yong Huang 15 12 0 12 May 2022
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 28 80 0 10 May 2022
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media Lixing Zhu Zheng Fang Gabriele Pergola Rob Procter Yulan He 30 8 0 06 May 2022
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies Alon Berliner Guy Rotman Yossi Adi Roi Reichart Tamir Hazan BDL DRL 24 4 0 03 May 2022
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings M. Alzantot L. Garcia Mani B. Srivastava 27 1 0 25 Apr 2022
Efficient Reinforcement Learning for Unsupervised Controlled Text Generation Bhargav Upadhyay A. Sudhakar Arjun Maheswaran OffRL 16 7 0 16 Apr 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King M. Lyu BDL 28 17 0 15 Apr 2022
Inducing Positive Perspectives with Text Reframing Caleb Ziems Minzhi Li Anthony Zhang Diyi Yang DiffM 31 36 0 06 Apr 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension injuan Wu Shaojuan Wu Xiaowang Zhang Deyi Xiong Shizhan Chen Zhiqiang Zhuang Zhiyong Feng 14 13 0 03 Apr 2022
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Pei Ke Hao Zhou Yankai Lin Peng Li Jie Zhou Xiaoyan Zhu Minlie Huang 21 37 0 02 Apr 2022
Learning Disentangled Representations of Negation and Uncertainty J. Vasilakes Chrysoula Zerva Makoto Miwa Sophia Ananiadou SSL OOD UD CoGe DRL 20 16 0 01 Apr 2022
Learning Fair Models without Sensitive Attributes: A Generative Approach Huaisheng Zhu Suhang Wang FaML 31 10 0 30 Mar 2022
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation Zhe Hu Hou Pong Chan Jiachen Liu Xinyan Xiao Hua-Hong Wu Lifu Huang 23 41 0 17 Mar 2022
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies Pok Wah Chan 15 1 0 11 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 28 19 0 06 Mar 2022
Controllable Natural Language Generation with Contrastive Prefixes Jing Qian Li Dong Yelong Shen Furu Wei Weizhu Chen 10 95 0 27 Feb 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 49 144 0 23 Feb 2022
A Review of Affective Generation Models Guangtao Nie Yibing Zhan 16 2 0 22 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 32 228 0 09 Feb 2022
Gradient-guided Unsupervised Text Style Transfer via Contrastive Learning Cheng Fan Ziao Li Wei Wei 21 1 0 23 Jan 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 45 59 0 22 Jan 2022
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 27 15 0 21 Jan 2022
Extending the Vocabulary of Fictional Languages using Neural Networks T. Zacharias Ashutosh Taklikar Raja Giryes 14 1 0 18 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 49 214 0 14 Jan 2022
Making a (Counterfactual) Difference One Rationale at a Time Michael J. Plyler Michal Green Min Chi 21 11 0 13 Jan 2022
Semantic-based Data Augmentation for Math Word Problems Ai Li Jiaqing Liang Yanghua Xiao AAML 24 7 0 07 Jan 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu Sean Welleck Peter West Liwei Jiang Jungo Kasai ... Lianhui Qin Youngjae Yu Rowan Zellers Noah A. Smith Yejin Choi 11 158 0 16 Dec 2021
Controlled Cue Generation for Play Scripts Alara Dirik Hilal Donmez Pinar Yanardag 14 3 0 13 Dec 2021
Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval Zhongping Zhang Yiwen Gu Bryan A. Plummer 40 2 0 11 Dec 2021
VAE based Text Style Transfer with Pivot Words Enhancement Learning Haoran Xu Sixing Lu Zhongkai Sun Chengyuan Ma Chenlei Guo 21 10 0 06 Dec 2021
Improvement in Machine Translation with Generative Adversarial Networks J. Ahn H. Madhu V. Nguyen GAN AI4CE 9 2 0 30 Nov 2021
Molecular Attributes Transfer from Non-Parallel Data Shuangjia Zheng Ying Song Zhang Pan Chengtao Li Le Song Yuedong Yang 15 0 0 30 Nov 2021