Title
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale Bowen Jiang Zhuoqun Hao Y. Cho B. Li Yuan Yuan Sihao Chen Lyle Ungar Camillo J Taylor Dan Roth 79 2 0 19 Apr 2025
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents H. Trivedi Tushar Khot Mareike Hartmann R. Manku Vinty Dong Edward Li Shashank Gupta Ashish Sabharwal Niranjan Balasubramanian VGen LLMAG 39 30 0 26 Jul 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 133 129 0 28 Jun 2024
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu RALM 51 16 0 06 May 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 74 30 0 24 Jan 2024
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security Yuanchun Li Hao Wen Weijun Wang Xiangyu Li Yizhen Yuan ... Zhijun Li Peng Li Yang Liu Yaqiong Zhang Yunxin Liu LLMAG 32 173 0 10 Jan 2024
LaMP: When Large Language Models Meet Personalization Alireza Salemi Sheshera Mysore Michael Bendersky Hamed Zamani RALM 59 216 0 22 Apr 2023
You Impress Me: Dialogue Generation via Mutual Persona Perception Qian Liu Yihong Chen B. Chen Jian-Guang Lou Zixuan Chen Bin Zhou Dongmei Zhang 47 166 0 11 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 456 11,979 0 27 Aug 2019
Personalizing Dialogue Agents via Meta-Learning Zhaojiang Lin Andrea Madotto Chien-Sheng Wu Pascale Fung 102 181 0 24 May 2019
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 76 1,442 0 22 Jan 2018