Toward Controlled Generation of Text

2 March 2017

Xiaodan Liang

Papers citing "Toward Controlled Generation of Text"

50 / 561 papers shown

Title
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models Ziwen Xu Shuxun Wang Kewei Xu Haoming Xu Mengru Wang Xinle Deng Yunzhi Yao Guozhou Zheng H. Chen Ningyu Zhang KELM LLMSV 155 0 0 21 Apr 2025
Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition Frances Yung Varsha Suresh Zaynab Reza Mansoor Ahmad Vera Demberg 83 0 0 26 Mar 2025
Palette of Language Models: A Solver for Controlled Text Generation Zhe Yang Yi Huang Yaqin Chen Xiaoting Wu Junlan Feng Chao Deng 44 0 0 14 Mar 2025
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding Maria Mihaela Trusca Liesbeth Allein 47 0 0 11 Mar 2025
Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting Yufei Li John Nham Ganesh Jawahar Lei Shu David C. Uthus Yun-hsuan Sung Chengrun Yang Itai Rolnick Yi Qiao Cong Liu OffRL 65 0 0 09 Mar 2025
Set-Theoretic Compositionality of Sentence Embeddings Naman Bansal Yash Mahajan Sanjeev Kumar Sinha S. Karmaker CoGe 77 0 0 28 Feb 2025
Transfer Learning in Latent Contextual Bandits with Covariate Shift Through Causal Transportability Mingwei Deng Ville Kyrki Dominik Baumann 43 0 0 27 Feb 2025
A Survey of Text Classification Under Class Distribution Shift Adriana Valentina Costache Silviu Florin Gheorghe Eduard Poesina Paul Irofti Radu Tudor Ionescu OOD VLM 60 0 0 18 Feb 2025
A Survey of Controllable Learning: Methods and Applications in Information Retrieval Chenglei Shen Xiao Zhang Teng Shi Changshuo Zhang Guofu Xie Jun Xu 65 5 0 03 Jan 2025
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang Jun Bai B. Li Yanmeng Wang Rumei Li Chenghua Lin Wenge Rong 41 0 0 31 Dec 2024
P-Masking: Power Law Masking Improves Multi-attribute Controlled Generation Mohamed Elgaar Hadi Amiri AI4CE 31 0 0 31 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 36 0 0 01 Oct 2024
Touch2Touch: Cross-Modal Tactile Generation for Object Manipulation Samanta Rodriguez Yiming Dou M. Oller Andrew Owens Nima Fazeli DiffM 39 7 0 12 Sep 2024
Preference-Guided Reflective Sampling for Aligning Language Models Hai Ye Hwee Tou Ng 31 3 0 22 Aug 2024
Positive Text Reframing under Multi-strategy Optimization Shutong Jia Biwei Cao Qingqing Gao Jiuxin Cao Bo Liu 23 1 0 25 Jul 2024
Text Style Transfer: An Introductory Overview Sourabrata Mukherjee Ondrej Dusek VLM 32 4 0 20 Jul 2024
A Survey on Natural Language Counterfactual Generation Yongjie Wang Xiaoqi Qiu Yu Yue Xu Guo Zhiwei Zeng Yuhong Feng Zhiqi Shen 39 5 0 04 Jul 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs Shang Zhou Feng Yao Chengyu Dong Zihan Wang Jingbo Shang 45 1 0 06 Jun 2024
Multilingual Text Style Transfer: Datasets & Models for Indian Languages Sourabrata Mukherjee Atul Kr. Ojha Akanksha Bansal D. Alok John P. Mccrae Ondrej Dusek VLM 35 7 0 31 May 2024
A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers Tom Roth Inigo Jauregi Unanue A. Abuadbba Massimo Piccardi AAML SILM 26 1 0 20 May 2024
Large Language Models for Medicine: A Survey Yanxin Zheng Wensheng Gan Zefeng Chen Zhenlian Qi Qian Liang Philip S. Yu LM&MA 23 15 0 20 May 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 23 1 0 24 Apr 2024
Sentiment-oriented Transformer-based Variational Autoencoder Network for Live Video Commenting Fengyi Fu Shancheng Fang Weidong Chen Zhendong Mao ViT VGen 26 4 0 19 Apr 2024
Plug and Play with Prompts: A Prompt Tuning Approach for Controlling Text Generation R. Ajwani Zining Zhu Jonathan Rose Frank Rudzicz 19 1 0 08 Apr 2024
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO Zi-Hao Qiu Siqi Guo Mao Xu Tuo Zhao Lijun Zhang Tianbao Yang AI4TS AI4CE 45 2 0 06 Apr 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation Thilo Spinner Rebecca Kehlbeck R. Sevastjanova Tobias Stähle Daniel A. Keim Oliver Deussen Mennatallah El-Assady 46 3 0 12 Mar 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding Guangyi Liu Yu Wang Zeyu Feng Qiyu Wu Liping Tang ... Shuguang Cui Julian McAuley Zichao Yang Eric P. Xing Zhiting Hu DiffM 72 3 0 29 Feb 2024
Counterfactual Generation with Identifiability Guarantees Hanqi Yan Lingjing Kong Lin Gui Yuejie Chi Eric P. Xing Yulan He Kun Zhang CML OOD 45 7 0 23 Feb 2024
Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions Lei Pan Yunshi Lan Yang Li Weining Qian 35 7 0 21 Feb 2024
Text Detoxification as Style Transfer in English and Hindi Sourabrata Mukherjee Akanksha Bansal Atul Kr. Ojha John P. Mccrae Ondrej Dusek 24 8 0 12 Feb 2024
Dual-disentangled Deep Multiple Clustering Jiawei Yao Juhua Hu 16 5 0 07 Feb 2024
Weaver: Foundation Models for Creative Writing Tiannan Wang Jiamin Chen Qingrui Jia Shuai Wang Ruoyu Fang ... Xiaohua Xu Ningyu Zhang Huajun Chen Yuchen Eleanor Jiang Wangchunshu Zhou 25 18 0 30 Jan 2024
CAT-LLM: Prompting Large Language Models with Text Style Definition for Chinese Article-style Transfer Zhen Tao Dinghao Xi Zhiyu Li Liumin Tang Wei Xu 20 10 0 11 Jan 2024
Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising Sourabrata Mukherjee Zdeněk Kasner Ondrej Dusek DiffM 11 11 0 22 Dec 2023
Causal ATE Mitigates Unintended Bias in Controlled Text Generation Rahul Madhavan Kahini Wadhawan 43 0 0 19 Nov 2023
STEER: Unified Style Transfer with Expert Reinforcement Skyler Hallinan Faeze Brahman Ximing Lu Jaehun Jung Sean Welleck Yejin Choi OffRL 13 14 0 13 Nov 2023
Text Fact Transfer Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 22 0 0 23 Oct 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 27 3 0 22 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 28 94 0 10 Oct 2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM Changhun Lee Chiehyeon Lim 26 0 0 06 Oct 2023
STRONG -- Structure Controllable Legal Opinion Summary Generation Yang Zhong Diane Litman ELM AILaw 30 1 0 29 Sep 2023
The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties Yash Mahajan Naman Bansal S. Karmaker 18 3 0 07 Sep 2023
Unsupervised Text Style Transfer with Deep Generative Models Zhongtao Jiang Yuanzhe Zhang Yiming Ju Kang-Jun Liu 27 0 0 31 Aug 2023
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content Charles OÑeill Jack Miller I. Ciucă Y. Ting 丁 Thang Bui 23 3 0 26 Aug 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 34 7 0 25 Aug 2023
Building Emotional Support Chatbots in the Era of LLMs Zhonghua Zheng Lizi Liao Yang Deng Liqiang Nie AI4MH 28 46 0 17 Aug 2023
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection Yongzhu Chang Rongsheng Zhang Jiashu Pu 30 1 0 08 Aug 2023
Towards Controllable Natural Language Inference through Lexical Inference Types Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas 16 1 0 07 Aug 2023
COLLIE: Systematic Construction of Constrained Text Generation Tasks Shunyu Yao Howard Chen Austin W. Hanjie Runzhe Yang Karthik Narasimhan 44 32 0 17 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 16 7 0 14 Jul 2023