Related Topics:

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. We welcome submissions on a variety of topics, not limited to but including:

• Recommendation Models based on LLM
• Evaluation of LLM-based Recommendation
• Bias and Fairness of LLM-based Recommendation
• Conversational Recommendation with LLM
• Explainable and Interpretable LLM for Recommendation
• Real-world Application of LLM-based Recommendation
• Multimodal Recommendation with LLM
• Efficient LLM for Recommendation
• Personalized Generation with LLM
• LLM-based Agents for Recommendation
• Controllable LLM for Recommendation
• Privacy-aware LLM for Recommendation
• Cross-domain and Cross-platform Recommendations with LLM
• Multilingual and Cross-Lingual Recommendation with LLM
• LLM-based User Interface for Recommendation

Paper submission

• Authors are encouraged to submit contributions in one of the following formats.

  • Long Papers: detail significant and enduring contributions (up to 10 pages, with extra pages permissible for references);
  • Short Papers: ideally suited for presenting new and promising work that hasn't yet reached the maturity required for a long paper (up to 5 pages, with the option to include additional pages for references).
  • Authors are required to submit manuscripts adhering to the ACM format: https://www.acm.org/publications/proceedings-template
  • Submission here: https://easychair.org/my/conference?conf=recsys2024workshops

• This workshop is non-archival, meaning that submissions will neither be indexed nor have formal proceedings.

  • Accepted papers will appear on the workshop website.
  • We welcome submissions that are currently under review at other venues, provided this does not breach the dual-submission or anonymity policies of those venues.

• The review process will be double-blind.

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