Learning to Rewrite Prompts for Personalized Text Generation

Learning to Rewrite Prompts for Personalized Text Generation

29 September 2023

Michael Bendersky

Papers citing "Learning to Rewrite Prompts for Personalized Text Generation"

16 / 16 papers shown

Title
Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment Weixiang Zhao Xingyu Sui Yulin Hu Jiahe Guo Haixiao Liu Biye Li Yanyan Zhao Bing Qin Ting Liu OffRL 14 0 0 21 May 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... Xiaochen Li Yixiao Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 44 0 0 14 Apr 2025
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models Zhouhang Xie Junda Wu Yiran Shen Yu Xia Xintong Li ... Sachin Kumar Bodhisattwa Prasad Majumder Jingbo Shang Prithviraj Ammanabrolu Julian McAuley 45 1 0 09 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian Guan Jian Wu Jia-Nan Li Chuanqi Cheng Wei Wu LM&MA 91 0 0 21 Mar 2025
Conversational User-AI Intervention: A Study on Prompt Rewriting for Improved LLM Response Generation Rupak Sarkar Bahareh Sarrafzadeh N. Chandrasekaran Nagu Rangan Philip Resnik Longqi Yang S. Jauhar 55 1 0 21 Mar 2025
WildIFEval: Instruction Following in the Wild Gili Lior Asaf Yehudai Ariel Gera L. Ein-Dor 74 0 0 09 Mar 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 58 4 0 17 Feb 2025
Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation Alireza Salemi Cheng-rong Li Mingyang Zhang Qiaozhu Mei Weize Kong Tao Chen Zhuowan Li Michael Bendersky Hamed Zamani LRM RALM ReLM 54 6 0 07 Jan 2025
From General to Specific: Tailoring Large Language Models for Personalized Healthcare Ruize Shi Hong Huang Wei Zhou Kehan Yin Kai Zhao Yun Zhao LM&MA AI4MH 84 0 0 20 Dec 2024
Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks Yingzhe Peng Xiaoting Qin Zhiyang Zhang Jue Zhang Qingwei Lin Xu Yang Dongmei Zhang Saravan Rajmohan Qi Zhang 44 3 0 31 Oct 2024
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models Alireza Salemi Hamed Zamani 37 9 0 14 Sep 2024
LongLaMP: A Benchmark for Personalized Long-form Text Generation Ishita Kumar Snigdha Viswanathan Sushrita Yerra Alireza Salemi Ryan A. Rossi ... Xiang Chen Ruiyi Zhang Shubham Agarwal Nedim Lipka Hamed Zamani 49 23 0 27 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 265 69 0 03 Jun 2024
User Embedding Model for Personalized Language Prompting Sumanth Doddapaneni Krishna Sayana Ambarish Jash Sukhdeep S. Sodhi Dima Kuzmin RALM 35 9 0 10 Jan 2024
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,872 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,927 0 31 Dec 2020