LaMP: When Large Language Models Meet Personalization

22 April 2023

Papers citing "LaMP: When Large Language Models Meet Personalization"

48 / 48 papers shown

Title
Steerable Chatbots: Personalizing LLMs with Preference-Based Activation Steering Jessica Y. Bo Tianyu Xu Ishan Chatterjee Katrina Passarella-Ward Achin Kulshrestha D Shin LLMSV 84 0 0 07 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 83 2 0 01 May 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 82 0 0 29 Apr 2025
HyPerAlign: Interpretable Personalized LLM Alignment via Hypothesis Generation Cristina Garbacea Chenhao Tan 55 0 0 29 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian Guan Jian Wu J. Li Chuanqi Cheng Wei Wu LM&MA 74 0 0 21 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 75 0 1 17 Mar 2025
WildIFEval: Instruction Following in the Wild Gili Lior Asaf Yehudai Ariel Gera L. Ein-Dor 71 0 0 09 Mar 2025
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 88 0 0 02 Mar 2025
Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity Yupu Hao Pengfei Cao Zhuoran Jin Huanxuan Liao Yubo Chen Kang Liu Jun Zhao LLMAG 124 1 0 02 Mar 2025
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks Umar Ali Khan Ekram Khan Fiza Khan A. A. Moinuddin 48 0 0 02 Mar 2025
GOD model: Privacy Preserved AI School for Personal Assistant PIN AI Team Bill Qingyun Sun Laura Florescu Boliang Zhang Regan Peng Smile Hu Shouqiao Wang Ben Wu Xi Wang Davide Crapis 41 0 0 24 Feb 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 121 1 0 20 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 54 3 0 17 Feb 2025
MC-LLaVA: Multi-Concept Personalized Vision-Language Model Ruichuan An Sihan Yang Ming Lu Kai Zeng Yulin Luo ... Hao Liang Qi She Shanghang Zhang Feiyu Xiong Wentao Zhang 90 5 0 18 Nov 2024
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass Tong Chen Hao Fang Patrick Xia Xiaodong Liu Benjamin Van Durme Luke Zettlemoyer Jianfeng Gao Hao Cheng KELM 53 2 0 08 Nov 2024
Large Language Models Empowered Personalized Web Agents Hongru Cai Yongqi Li Luu Anh Tuan Fengbin Zhu Xiaoyu Shen Wenjie Li Tat-Seng Chua LLMAG 51 12 0 22 Oct 2024
Guided Profile Generation Improves Personalization with LLMs Jiarui Zhang 34 4 0 19 Sep 2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation To Eun Kim Fernando Diaz 56 2 0 17 Sep 2024
PersonaGym: Evaluating Persona Agents and LLMs Vinay Samuel Henry Peng Zou Yue Zhou Shreyas Chaudhari Ashwin Kalyan Tanmay Rajpurohit Ameet Deshpande Karthik Narasimhan Vishvak Murahari LLMAG 50 22 0 25 Jul 2024
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders Rui Xu Dakuan Lu Xiaoyu Tan Xintao Wang Siyu Yuan Jiangjie Chen Wei Chu Xu Yinghui LLMAG 34 3 0 07 Jul 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 50 7 0 26 Jun 2024
The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMs Mert Yazan Suzan Verberne F. Situmeang MQ 36 3 0 10 Jun 2024
HYDRA: Model Factorization Framework for Black-Box LLM Personalization Yuchen Zhuang Haotian Sun Yue Yu Rushi Qiang Qifan Wang Chao Zhang Bo Dai AAML 51 15 0 05 Jun 2024
Tailoring Vaccine Messaging with Common-Ground Opinions Rickard Stureborg Sanxing Chen Ruoyu Xie Aayushi Patel Christopher Li Chloe Qinyu Zhu Tingnan Hu Jun Yang Bhuwan Dhingra 42 0 0 17 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 36 4 0 30 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 84 46 0 23 Apr 2024
Apollonion: Profile-centric Dialog Agent Shangyu Chen Zibo Zhao Yuanyuan Zhao Xiang Li LLMAG 40 1 0 10 Apr 2024
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation Alireza Salemi Surya Kallumadi Hamed Zamani 44 45 0 09 Apr 2024
Personalized LLM Response Generation with Parameterized Memory Injection Kai Zhang Lizhi Qing Yangyang Kang 36 11 0 04 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 71 51 0 02 Apr 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 41 16 0 07 Mar 2024
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles Karthik Ravichandran Sarmistha Sarna Gomasta 39 1 0 21 Feb 2024
GhostWriter: Augmenting Collaborative Human-AI Writing Experiences Through Personalization and Agency Catherine Yeh Gonzalo A. Ramos Rachel Ng Andy Huntington Richard Banks LLMAG 49 20 0 13 Feb 2024
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 64 20 0 28 Nov 2023
Interpreting User Requests in the Context of Natural Language Standing Instructions Nikita Moghe Patrick Xia Jacob Andreas J. Eisner Benjamin Van Durme Harsh Jhamtani 29 3 0 16 Nov 2023
We are what we repeatedly do: Inducing and deploying habitual schemas in persona-based responses Benjamin Kane Lenhart Schubert 44 0 0 10 Oct 2023
Learning Personalized Alignment for Evaluating Open-ended Text Generation Danqing Wang Kevin Kaichuang Yang Hanlin Zhu Xiaomeng Yang Andrew Cohen Lei Li Yuandong Tian ALM LM&MA 17 8 0 05 Oct 2023
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models Zekun Wang Zhongyuan Peng Haoran Que Jiaheng Liu Wangchunshu Zhou ... Wanli Ouyang Ke Xu Wenhu Chen Jie Fu Junran Peng LLMAG 41 83 0 01 Oct 2023
Aligning Language Models to User Opinions EunJeong Hwang Bodhisattwa Prasad Majumder Niket Tandon 29 60 0 24 May 2023
ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models Qijiong Liu Nuo Chen Tetsuya Sakai Xiao-Ming Wu 39 50 0 11 May 2023
Editable User Profiles for Controllable Text Recommendation Sheshera Mysore Mahmood Jasim Andrew McCallum Hamed Zamani 17 16 0 09 Apr 2023
Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with Characters Nuo Chen Yan Wang Haiyun Jiang Deng Cai Yuhan Li Ziyang Chen Longyue Wang Jia Li 32 8 0 13 Nov 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis Fatemehsadat Mireshghallah Vaishnavi Shrivastava Milad Shokouhi Taylor Berg-Kirkpatrick Robert Sim Dimitrios Dimitriadis FedML 48 33 0 01 Oct 2021
Transformer-based Lexically Constrained Headline Generation Kosuke Yamada Yuta Hitomi Hideaki Tamori Ryohei Sasano Naoaki Okazaki Kentaro Inui Koichi Takeda 26 12 0 15 Sep 2021
Refocusing on Relevance: Personalization in NLG Shiran Dudy Steven Bedrick Bonnie Webber 54 26 0 10 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 257 285 0 02 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018