StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer

12 April 2021

Louis-Philippe Morency

ArXiv PDF HTML

Papers citing "StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer"

32 / 32 papers shown

Title
Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations Matthias Lindemann Alexander Koller Ivan Titov AI4CE NAI 38 2 0 05 Jul 2024
Benchmarking Complex Instruction-Following with Multiple Constraints Composition Bosi Wen Pei Ke Xiaotao Gu Lindong Wu Hao Huang ... Jiaxin Xu Yiming Liu Jie Tang Hongning Wang Minlie Huang CoGe 65 33 0 04 Jul 2024
GCOF: Self-iterative Text Generation for Copywriting Using Large Language Model Jianghui Zhou Ya Gao Jie Liu Xuemin Zhao Zhaohua Yang Yue Wu Lirong Shi 51 0 0 21 Feb 2024
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 39 6 0 20 Sep 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation Weihao Zeng Lulu Zhao Keqing He Ruotong Geng Jingang Wang Wei Yu Wu Weiran Xu 40 3 0 17 Jun 2023
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints Chao Lou Kewei Tu 21 1 0 05 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation Phil Ostheimer M. Nagda Marius Kloft Sophie Fellenz 41 14 0 01 Jun 2023
Fine-grained Text Style Transfer with Diffusion-Based Language Models Yiwei Lyu Tiange Luo Jiacheng Shi Todd C. Hollon Ho Hin Lee DiffM 35 3 0 31 May 2023
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer Zhiqiang Hu Roy Ka-Wei Lee Nancy F. Chen 30 2 0 10 May 2023
Extrapolative Controlled Sequence Generation via Iterative Refinement Vishakh Padmakumar Richard Yuanzhe Pang He He Ankur P. Parikh 26 9 0 08 Mar 2023
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu Myeongho Jeong Jamin Shin Hyeongdon Moon Juneyoung Park Seungtaek Choi 37 1 0 06 Mar 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 21 16 0 17 Feb 2023
Learning a Formality-Aware Japanese Sentence Representation Henry Li Xinyuan Ray Lee Jerry Chen Kelly Marchisio CVBM AI4TS 21 0 0 17 Jan 2023
An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation Xuancheng Huang Zijun Liu Peng Li Tao Li Maosong Sun Yang Liu 27 10 0 19 Dec 2022
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control Xiang Fan Yiwei Lyu Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency BDL 24 6 0 10 Nov 2022
Differentially Private Language Models for Secure Data Sharing Justus Mattern Zhijing Jin Benjamin Weggenmann Bernhard Schoelkopf Mrinmaya Sachan SyDa 19 47 0 25 Oct 2022
On Text Style Transfer via Style Masked Language Models Sharan Narasimhan P. Shekar Suvodip Dey M. Desarkar 17 0 0 12 Oct 2022
Compositional Generalisation with Structured Reordering and Fertility Layers Matthias Lindemann Alexander Koller Ivan Titov CoGe 37 7 0 06 Oct 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 21 8 0 23 Aug 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 28 80 0 10 May 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer Vivian Lai Ruijia Cheng Wenjuan Zhang 27 13 0 04 May 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation Kexin Yang Dayiheng Liu Wenqiang Lei Baosong Yang Mingfeng Xue Boxing Chen Jun Xie 38 29 0 28 Apr 2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer Huiyuan Lai Jiali Mao Antonio Toral Malvina Nissim 25 13 0 15 Apr 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 24 4 0 14 Apr 2022
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 18 213 0 22 Nov 2021
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey Enrica Troiano Aswathy Velutharambath Roman Klinger 41 9 0 29 Oct 2021
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer Eleftheria Briakou Sweta Agrawal Joel R. Tetreault Marine Carpuat 23 30 0 20 Oct 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 2021
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 136 77 0 15 Jul 2021
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou Liangyu Chen Jiachen Liu Xinyan Xiao Jinsong Su Sheng Guo Hua-Hong Wu 55 33 0 05 May 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 223 616 0 03 Sep 2019