EARL Workshop

The EARL Workshop on Evaluating and Applying Recommendation Systems with Large Language Models invites contributions that utilize LLMs to enhance and innovate within the realm of recommendation systems.

EARL Workshop LOGO

Live Meeting

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Call for papers

  • Important Dates:
    • Call for Papers starts: April 28th, 2024
    • Paper submission deadline: August 30th, 2024
    • Reviewer deadline: September 11th, 2024
    • Author notification: September 13th, 2024
    • Camera-ready version deadline: September 20th, 2024

Submission

Submit here

Schedule

 
EARL is scheduled on Friday 18th Oct (GMT+2)
14:00 - 14:50 Invited Talk: Conversational Recommendation in the LLM Era: Opportunities and Challenges
Speaker: Prof. Scott Sanner, University of Toronto
14:50 - 15:10 Leveraging LLMs to Enhance a Web-Scale Webpage Recommendation System
Presenters: Jaidev Shah, Iman Barjasteh, Amey Barapatre, Rana Forsati, Gang Luo, Fan Wu, Julie Fang, Xue Deng, Blake Shepard, Ronak Shah, Linjun Yang and Hongzhi Li.
15:10 - 15:30 GenRec: Generative Sequential Recommendation with Large Language Models
Presenters: Panfeng Cao and Pietro Liò.
15:30 - 16:00 Coffee break
16:00 - 16:50 Invited Talk: Large Language Model for Generative Recommendation
Speaker: Assoc. Prof. Yongfeng Zhang, Rutgers University
16:50 - 17:10 A Practice-Friendly LLM-Enhanced Paradigm with Preference Parsing for Sequential Recommendation
Presenters: Dugang Liu, Shenxian Xian, Xiaolin Lin, Xiaolian Zhang, Hong Zhu, Yuan Fang, Zhen Chen and Zhong Ming.
17:10 - 17:30 Data Imputation Using Large Language Model to Accelerate Recommender System
Presenters: Jiahao Tian, Jinman Zhao, Zhenkai Wang, Zhicheng Ding and Siyang Li.

EARL Workshop

The workshop will be held on RecSys 2024.

RecSys

SUPPORTERS

SILVER SUPPORTER
Smartor
BRONZE SUPPORTER
Baidu

CONTACT

ireneli@ds.itc.u-tokyo.ac.jp, ruihai.dong@ucd.ie