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Could Small Language Models Serve as Recommenders? Towards Data-centric
  Cold-start Recommendations

Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations

29 June 2023
Xuansheng Wu
Huachi Zhou
Yucheng Shi
Wenlin Yao
Xiao Shi Huang
Ninghao Liu
    LRM
ArXivPDFHTML

Papers citing "Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations"

5 / 5 papers shown
Title
The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations
The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations
Cedric Waterschoot
N. Tintarev
Francesco Barile
44
0
0
08 May 2025
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations
Jiarui Rao
Jionghao Lin
AI4Ed
24
3
0
06 Jul 2024
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender
  System
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
Yunfan Gao
Tao Sheng
Youlin Xiang
Yun Xiong
Haofen Wang
Jiawei Zhang
RALM
KELM
118
265
0
25 Mar 2023
Scaling Laws for Neural Language Models
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
226
4,424
0
23 Jan 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
243
11,659
0
09 Mar 2017
1