Attribute Alignment: Controlling Text Generation from Pre-trained Language Models

20 March 2021

Dian Yu

Papers citing "Attribute Alignment: Controlling Text Generation from Pre-trained Language Models"

25 / 25 papers shown

Title
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation Jiaming Shen Ran Xu Yennie Jun Zhen Qin Tianqi Liu Carl Yang Yi Liang Simon Baumgartner Michael Bendersky SyDa 64 4 0 22 Jul 2024
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation Yi Liu Xiangyu Liu Xiangrong Zhu Wei Hu 34 2 0 30 May 2024
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques Michela Lorandi Anya Belz 27 1 0 13 May 2024
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes Chufan Shi Deng Cai Yujiu Yang 50 3 0 10 Feb 2024
Personalized Text Generation with Fine-Grained Linguistic Control Bashar Alhafni Vivek Kulkarni Dhruv Kumar Vipul Raheja 24 11 0 07 Feb 2024
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters Shahed Masoudian Cornelia Volaucnik Markus Schedl Navid Rekabsaz 16 5 0 29 Jan 2024
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation Tianqi Zhong Quan Wang Jingxuan Han Yongdong Zhang Zhendong Mao 33 9 0 23 Oct 2023
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 37 1 0 28 Sep 2023
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias Yue Yu Yuchen Zhuang Jieyu Zhang Yu Meng Alexander Ratner Ranjay Krishna Jiaming Shen Chao Zhang ALM 36 206 0 28 Jun 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng Tat-Seng Chua DiffM 40 10 0 22 May 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting Maximillian Chen Xiao Yu Weiyan Shi Urvi Awasthi Zhou Yu 24 23 0 06 May 2023
Mixture of Soft Prompts for Controllable Data Generation Derek Chen Celine Lee Yunan Lu Domenic Rosati Zhou Yu 114 22 0 02 Mar 2023
Controllable Text Generation via Probability Density Estimation in the Latent Space Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Weihong Zhong Bing Qin 24 18 0 16 Dec 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation Hanqing Zhang Dawei Song 27 36 0 18 Oct 2022
PCFG-based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang James R. Glass Tianxing He 18 2 0 14 Oct 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning Zifeng Wang Jimeng Sun 22 30 0 11 Oct 2022
A Distributional Lens for Multi-Aspect Controllable Text Generation Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Bing Qin 112 36 0 06 Oct 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 19 8 0 23 Aug 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
Controllable Natural Language Generation with Contrastive Prefixes Jing Qian Li Dong Yelong Shen Furu Wei Weizhu Chen 10 95 0 27 Feb 2022
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 44 32 0 15 Oct 2021
Automatically Exposing Problems with Neural Dialog Models Dian Yu Kenji Sagae 31 9 0 14 Sep 2021
Graphmax for Text Generation Bin Liu Guosheng Yin 22 1 0 01 Jan 2021
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 158 84 0 04 May 2020
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 280 1,595 0 18 Sep 2019