User Modeling in the Era of Large Language Models: Current Research and Future Directions

11 December 2023

Papers citing "User Modeling in the Era of Large Language Models: Current Research and Future Directions"

27 / 27 papers shown

Title
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models Chris Richardson Yao Zhang Kellen Gillespie Sudipta Kar Arshdeep Singh Zeynab Raeesy Omar Zia Khan A. Sethy RALM 20 10 0 30 Oct 2023
Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers Tuhin Chakrabarty Vishakh Padmakumar Faeze Brahman Smaranda Muresan 58 35 0 22 Sep 2023
Automatic Personalized Impression Generation for PET Reports Using Large Language Models Xin Tie Muheon Shin Ali Pirasteh Nevein Ibrahim Zachary Huemann ... K. M. Kelly John W. Garrett Junjie Hu Steve Y. Cho Tyler Bradshaw LM&MA 25 10 0 18 Sep 2023
LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models Nan Li Bo Kang T. D. Bie 13 1 0 18 Sep 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 78 39 0 18 Sep 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 125 69 0 19 Jun 2023
Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix) Cansu Koyuturk Mona Yavari Emily Theophilou Sathya Bursic Gregor Donabauer ... Raffaele Boiano A. Gabbiadini Davinia Hernández Leo Martin Ruskov D. Ognibene 30 18 0 18 Jun 2023
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan Luu Anh Tuan DeLMO 192 110 0 23 May 2023
ChatGPT as your Personal Data Scientist Md. Mahadi Hassan Alex Knipper Shubhra (Santu) Karmaker LM&MA LLMAG AI4CE 47 18 0 23 May 2023
Evaluating ChatGPT's Performance for Multilingual and Emoji-based Hate Speech Detection Mithun Das Saurabh Kumar Pandey Animesh Mukherjee 43 10 0 22 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 129 265 0 25 Mar 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 125 377 0 24 Mar 2023
A Survey on User Behavior Modeling in Recommender Systems Zhicheng He Weiwen Liu Wei Guo Jiarui Qin Yingxue Zhang Yaochen Hu Ruiming Tang 52 30 0 22 Feb 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 143 186 0 22 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 250 1,073 0 05 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 364 8,495 0 28 Jan 2022
Relation-aware Heterogeneous Graph for User Profiling Qilong Yan Yufeng Zhang Qiang Liu Shu Wu Liang Wang 36 18 0 14 Oct 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 222 143 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Action Sequence Augmentation for Early Graph-based Anomaly Detection Tong Zhao Bo Ni Wenhao Yu Zhichun Guo Neil Shah Meng-Long Jiang 45 19 0 20 Oct 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,170 0 03 Mar 2020
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 240 4,469 0 23 Jan 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 242 31,257 0 16 Jan 2013