v1v2v3 (latest)

GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems

28 October 2024

Papers citing "GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems"

24 / 24 papers shown

Title
Liger Kernel: Efficient Triton Kernels for LLM Training Pin-Lun Hsu Yun Dai Vignesh Kothapalli Qingquan Song Shao Tang Siyu Zhu Steven Shimizu Shivam Sahni Haowen Ning Yanning Chen 103 45 0 14 Oct 2024
Designing a Dashboard for Transparency and Control of Conversational AI Yida Chen Aoyu Wu Trevor DePodesta Catherine Yeh Kenneth Li ... Jan Riecke Shivam Raval Olivia Seow Martin Wattenberg Fernanda Viégas 96 21 0 12 Jun 2024
Large Language Models are Zero-Shot Next Location Predictors Ciro Beneduce Bruno Lepri Massimiliano Luca 89 9 0 31 May 2024
Large Language Models for Next Point-of-Interest Recommendation Peibo Li Maarten de Rijke Hao Xue Shuang Ao Yang Song Flora D. Salim 128 29 0 19 Apr 2024
Language-Based User Profiles for Recommendation Joyce Zhou Yijia Dai Thorsten Joachims 65 9 0 23 Feb 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation Jiawei Wang Renhe Jiang Chuang Yang Zengqing Wu Makoto Onizuka Ryosuke Shibasaki Noboru Koshizuka Chuan Xiao LLMAG 79 45 0 22 Feb 2024
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs Chenyang Shao Fengli Xu Bingbing Fan Jingtao Ding Yuan Yuan Meng Wang Yong Li LRM 66 8 0 15 Feb 2024
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 121 955 0 14 Sep 2023
Where Would I Go Next? Large Language Models as Human Mobility Predictors Xinglei Wang Meng Fang Zichao Zeng Tao Cheng 51 59 0 29 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 91 1,308 0 22 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 381 12,044 0 18 Jul 2023
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning Tri Dao LRM 117 1,326 0 17 Jul 2023
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 154 2,602 0 23 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,437 0 27 Feb 2023
Leveraging Language Foundation Models for Human Mobility Forecasting Hao Xue Bhanu Prakash Voutharoja Flora D. Salim AI4TS 149 72 0 11 Sep 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 252 2,279 0 27 May 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 490 10,496 0 17 Jun 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 288 2,521 0 20 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation Nicholas Lim Bryan Hooi See-Kiong Ng Xueou Wang Yong Liang Goh Renrong Weng Jagannadan Varadarajan 50 122 0 06 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 877 42,379 0 28 May 2020
GLU Variants Improve Transformer Noam M. Shazeer 136 1,022 0 12 Feb 2020
Root Mean Square Layer Normalization Biao Zhang Rico Sennrich 99 759 0 16 Oct 2019
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 99 878 0 30 Apr 2018