UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis

1 October 2021

Fatemehsadat Mireshghallah

Vaishnavi Shrivastava

Milad Shokouhi

Taylor Berg-Kirkpatrick

Robert Sim

Dimitrios Dimitriadis

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Papers citing "UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis"

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Title
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 44 0 0 14 Apr 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
Large Language Models Empowered Personalized Web Agents Hongru Cai Yongqi Li Luu Anh Tuan Fengbin Zhu Xiaoyu Shen Wenjie Li Tat-Seng Chua LLMAG 54 12 0 22 Oct 2024
ComPO: Community Preferences for Language Model Personalization Sachin Kumar Chan Young Park Yulia Tsvetkov Noah A. Smith Hannaneh Hajishirzi 37 5 0 21 Oct 2024
PERSOMA: PERsonalized SOft ProMpt Adapter Architecture for Personalized Language Prompting Liam Hebert Krishna Sayana Ambarish Jash Alexandros Karatzoglou Geordie Williamson Sumanth Doddapaneni Yanli Cai Dima Kuzmin 36 3 0 02 Aug 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
Multi-Objective Linguistic Control of Large Language Models Dang Nguyen Jiuhai Chen Dinesh Manocha 49 0 0 23 Jun 2024
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation Alireza Salemi Surya Kallumadi Hamed Zamani 44 46 0 09 Apr 2024
Corpus Considerations for Annotator Modeling and Scaling O. O. Sarumi Béla Neuendorf Joan Plepi Lucie Flek Jorg Schlotterer Charles F Welch 41 1 0 02 Apr 2024
Learning User Embeddings from Human Gaze for Personalised Saliency Prediction Florian Strohm Mihai Bâce Andreas Bulling 34 1 0 20 Mar 2024
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond Tianxin Wei Bowen Jin Ruirui Li Hansi Zeng Zhengyang Wang ... Qingyu Yin Hanqing Lu Suhang Wang Jingrui He Xianfeng Tang 51 15 0 15 Mar 2024
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement Chenkai Sun Ke Yang R. Reddy Yi R. Fung Hou Pong Chan Chengxiang Zhai ChengXiang Zhai Heng Ji 28 17 0 16 Feb 2024
Personalized Large Language Models Stanislaw Wo'zniak Bartlomiej Koptyra Arkadiusz Janz P. Kazienko Jan Kocoñ 30 19 0 14 Feb 2024
Personalized Text Generation with Fine-Grained Linguistic Control Bashar Alhafni Vivek Kulkarni Dhruv Kumar Vipul Raheja 24 11 0 07 Feb 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
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows P. Milkowski Konrad Karanowski Patryk Wielopolski Jan Kocoñ Przemyslaw Kazienko Maciej Zikeba 45 5 0 10 Dec 2023
Large Human Language Models: A Need and the Challenges Nikita Soni H. A. Schwartz João Sedoc Niranjan Balasubramanian ALM AI4CE 30 11 0 09 Nov 2023
PerPLM: Personalized Fine-tuning of Pretrained Language Models via Writer-specific Intermediate Learning and Prompts Daisuke Oba Naoki Yoshinaga Masashi Toyoda 29 2 0 14 Sep 2023
LaMP: When Large Language Models Meet Personalization Alireza Salemi Sheshera Mysore Michael Bendersky Hamed Zamani RALM 24 210 0 22 Apr 2023
Reference-less Analysis of Context Specificity in Translation with Personalised Language Models S. Vincent Alice Dowek Rowanne Sumner Charlotte Blundell Emily Preston Chris Bayliss Chris Oakley Carolina Scarton 25 2 0 29 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 38 100 0 09 Mar 2023
Unifying Data Perspectivism and Personalization: An Application to Social Norms Joan Plepi Béla Neuendorf Lucie Flek Charles F Welch 46 21 0 26 Oct 2022
Human Language Modeling Nikita Soni Matthew Matero Niranjan Balasubramanian H. A. Schwartz 11 8 0 10 May 2022
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 187 412 0 14 Jul 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 212 544 0 30 Mar 2020
Survey of Personalization Techniques for Federated Learning V. Kulkarni Milind Kulkarni Aniruddha Pant FedML 182 326 0 19 Mar 2020