Tuning Language Models for Robust Prediction of Diverse User Behaviors

Tuning Language Models for Robust Prediction of Diverse User Behaviors

23 May 2025

Papers citing "Tuning Language Models for Robust Prediction of Diverse User Behaviors"

19 / 19 papers shown

Title
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang Xiang Wang 80 1 0 27 Apr 2025
A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction Jiahui Gong Jingtao Ding Fanjin Meng Guilong Chen Hong Chen Shen Zhao Haisheng Lu Yong Li MU 59 9 0 19 Aug 2024
Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System Sein Kim Hongseok Kang Seungyoon Choi Donghyun Kim Minchul Yang Chanyoung Park KELM 67 28 0 17 Apr 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 99 479 0 20 Mar 2024
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models Yuxuan Lei Jianxun Lian Jing Yao Xu Huang Defu Lian Xing Xie LRM 58 7 0 18 Nov 2023
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Jiang-Xin Shi Tong Wei Zhi Zhou Jiejing Shao Xin-Yan Han Yu-Feng Li 64 31 0 18 Sep 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 80 326 0 05 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 236 4,186 0 09 Jun 2023
Using Sequences of Life-events to Predict Human Lives Germans Savcisens Tina Eliassi-Rad L. K. Hansen L. Mortensen Lau Lilleholt Anna Rogers Ingo Zettler Sune Lehmann AI4TS 66 40 0 05 Jun 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 106 379 0 31 May 2023
Role-Play with Large Language Models Murray Shanahan Kyle McDonell Laria Reynolds LLMAG 37 273 0 25 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 631 13,788 0 15 Mar 2023
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 694 12,525 0 04 Mar 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 235 10,099 0 17 Jun 2021
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 99 1,604 0 15 Jun 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 500 41,106 0 28 May 2020
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 128 2,129 0 14 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 118 1,148 0 10 Apr 2019
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 105 2,390 0 20 Aug 2018