Benchmarking Large Language Models on Controllable Generation under
Diversified Instructions

Benchmarking Large Language Models on Controllable Generation under Diversified Instructions

1 January 2024

Benfeng Xu

Papers citing "Benchmarking Large Language Models on Controllable Generation under Diversified Instructions"

7 / 7 papers shown

Title
Learning to Generate Structured Output with Schema Reinforcement Learning Yunfan LU Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 44 1 0 26 Feb 2025
Zero-Shot Strategies for Length-Controllable Summarization Fabian Retkowski A. Waibel 57 3 0 31 Dec 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Chenyu You Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 34 8 0 16 Aug 2024
RuleR: Improving LLM Controllability by Rule-based Data Recycling Ming Li Han Chen Chenguang Wang Dang Nguyen Dianqi Li Dinesh Manocha 28 7 0 22 Jun 2024
Controlled Text Generation with Natural Language Instructions Wangchunshu Zhou Yuchen Eleanor Jiang Ethan Gotlieb Wilcox Ryan Cotterell Mrinmaya Sachan 160 84 0 27 Apr 2023
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
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 94 111 0 05 Oct 2022