User-LLM: Efficient LLM Contextualization with User Embeddings

21 February 2024

Papers citing "User-LLM: Efficient LLM Contextualization with User Embeddings"

23 / 23 papers shown

Title
A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms Chengkai Huang Hongtao Huang Tong Yu Kaige Xie Junda Wu Shuai Zhang Julian McAuley Dietmar Jannach Lina Yao LRM AI4CE 19 0 0 23 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 42 0 0 14 Apr 2025
StePO-Rec: Towards Personalized Outfit Styling Assistant via Knowledge-Guided Multi-Step Reasoning Yuxi Bi Yunfan Gao H. Wang 27 1 0 14 Apr 2025
Reasoning LLMs for User-Aware Multimodal Conversational Agents Hamed Rahimi Jeanne Cattoni Meriem Beghili Mouad Abrini Mahdi Khoramshahi Maribel Pino Mohamed Chetouani LRM 31 0 0 02 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models Chengkai Huang Junda Wu Yu Xia Zixu Yu Ruhan Wang ... Ryan Rossi B. Kveton Dongruo Zhou Julian McAuley Lina Yao 36 1 0 20 Mar 2025
REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives Kun Su Krishna Sayana H. Pham James Pine Yuri Vasilevski ... Marialena Kyriakidi Liam Hebert Ambarish Jash Anushya Subbiah Sukhdeep S. Sodhi 44 0 0 14 Mar 2025
Language Model Personalization via Reward Factorization Idan Shenfeld Felix Faltings Pulkit Agrawal Aldo Pacchiano 36 1 0 08 Mar 2025
Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks Nikita Soni Pranav Chitale Khushboo Singh Niranjan Balasubramanian H. A. Schwartz 28 0 0 28 Feb 2025
VeriPlan: Integrating Formal Verification and LLMs into End-User Planning Christine P. Lee David J. Porfirio Xinyu Jessica Wang Kevin Zhao Bilge Mutlu 80 1 0 25 Feb 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 46 2 0 17 Feb 2025
Demographic User Modeling for Social Robotics with Multimodal Pre-trained Models Hamed Rahimi Mouad Abrini Mahdi Khoramshahi Mohamed Chetouani 28 0 0 15 Feb 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs Jiaxing Wu Lin Ning Luyang Liu Harrison Lee Neo Wu Chao Wang Sushant Prakash S. O’Banion Bradley Green Jun Xie 63 1 0 20 Jan 2025
OneLLM: One Framework to Align All Modalities with Language Jiaming Han Kaixiong Gong Yiyuan Zhang Jiaqi Wang Kaipeng Zhang D. Lin Yu Qiao Peng Gao Xiangyu Yue MLLM 99 102 0 10 Jan 2025
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 42 7 0 05 Nov 2024
AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker V. D. Swain Qiuyue "Joy" Zhong Jash Rajesh Parekh Yechan Jeon Roy Zimmerman Mary Czerwinski J. Suh Varun Mishra Koustuv Saha Javier Hernández AI4MH 36 0 0 18 Oct 2024
FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement Liam Hebert Marialena Kyriakidi Hubert Pham Krishna Sayana James Pine Sukhdeep S. Sodhi Ambarish Jash VLM 45 4 0 18 Sep 2024
$USDC: A Dataset of $\underline{U}$ser $\underline{S}$tance and $\underline{D}$ogmatism in Long $\underline{C}$onversations$ USDC: A Dataset of $\underline{U}$ ser $\underline{S}$ tance and $\underline{D}$ ogmatism in Long $\underline{C}$ onversations Mounika Marreddy S. Oota Venkata Charan Chinni Manish Gupta Lucie Flek 33 0 0 24 Jun 2024
Understanding the Role of User Profile in the Personalization of Large Language Models Bin Wu Zhengyan Shi Hossein A. Rahmani Varsha Ramineni Emine Yilmaz 28 5 0 22 Jun 2024
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections Albert Gu Isys Johnson Aman Timalsina Atri Rudra Christopher Ré Mamba 87 88 0 24 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020