EARL 2026

Deadlines
NLP/CORE Unranked

EARL 2026

EARL: The 3rd Workshop on Evaluating and Applying Recommender Systems with Large Language Models

1793977200000Rome, ItalyOfficial workshop site Site reachable

EARL 2026 is the third workshop focused on evaluating and applying large language models (LLMs) in recommender systems, co-located with CIKM 2026 in Rome, Italy. It brings together researchers and practitioners to discuss evaluation, reproducibility, deployment, and responsible integration of LLM-enhanced recommender systems, with an emphasis on connecting recommendation to core CIKM themes like information retrieval, user modeling, and responsible AI.

Official CFP Back to deadlines Verified September 9, 2026

Paper fit

Contribution paths

A strong submission should clearly identify its contribution and evaluate it appropriately.

Full Research Papers

Submissions follow the same Call-for-Paper as the CIKM main conference and use the ACM Proceedings template in double-column format.

Short Research Papers

Submissions follow the same Call-for-Paper as the CIKM main conference and use the ACM Proceedings template in double-column format.

Research areas in scope

01

Topics of Interest

Retrieval-augmented and knowledge-grounded recommendationConversational, interactive, and agent-based recommendationMultimodal recommendation powered by LLMsEfficient and scalable deployment of LLM-enhanced recommender systemsEvaluation, reproducibility, and methodological soundnessReal-world applications and deployment experiencesPersonalization, user modeling, and recommendation across domainsFairness, safety, privacy, transparency, explainability, and responsible AI

Policies worth checking twice

  • Submissions undergo double-blind peer review
  • Each submission is evaluated by at least three reviewers
  • All accepted papers will be non-archival
  • Submissions must use the ACM Proceedings template in double-column format
  • We particularly welcome contributions from early-career researchers and students

Official sources

Compiled from the official call for papers. The organizers’ pages remain authoritative.

Last verified September 9, 2026