Controlled Text Generation with Natural Language Instructions

Controlled Text Generation with Natural Language Instructions

27 April 2023

Wangchunshu Zhou

Yuchen Eleanor Jiang

Ethan Gotlieb Wilcox

Mrinmaya Sachan

Papers citing "Controlled Text Generation with Natural Language Instructions"

14 / 14 papers shown

Title
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 42 0 0 04 May 2025
Local Prompt Optimization Yash Jain Vishal Chowdhary 53 0 0 29 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding Shenxi Wu Xiangyu Zhao Yuhang Zang Haodong Duan Xiaoyi Dong Pan Zhang Y. Cao Dahua Lin Jiaqi Wang OffRL 60 1 0 10 Apr 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee J. Han Hwanjo Yu 61 0 0 16 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 68 5 0 03 Jan 2025
Mathematical Language Models: A Survey Wei Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
Improving Instruction-Following in Language Models through Activation Steering Alessandro Stolfo Vidhisha Balachandran Safoora Yousefi Eric Horvitz Besmira Nushi LLMSV 62 14 0 15 Oct 2024
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs Leo Micklem Yan-Bin Shen Wenjing Luo Yan Zhang Hao Liang ... Weipeng Chen Bin Cui Blair Thornton Wentao Zhang Zenan Zhou ELM 81 16 0 02 Aug 2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation Sara Kangaslahti David Alvarez-Melis KELM 31 0 0 10 Apr 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
Controllable Text Generation with Residual Memory Transformer Hanqing Zhang Sun Si Haiming Wu Dawei Song 34 1 0 28 Sep 2023
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022
Locally Typical Sampling Clara Meister Tiago Pimentel Gian Wiher Ryan Cotterell 143 86 0 01 Feb 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021