mlsanityData to 14 Oct 2026

Second SIGIR Workshop on Simulations for Information Access (Sim4IA 2025)

arXiv 2505.11687 ↗First posted 16 May 2025cs.IR cs.AI cs.HCcited by 0

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Abstract (arXiv)

Simulations in information access (IA) have recently gained interest, as shown by various tutorials and workshops around that topic. Simulations can be key contributors to central IA research and evaluation questions, especially around interactive settings when real users are unavailable, or their participation is impossible due to ethical reasons. In addition, simulations in IA can help contribute to a better understanding of users, reduce complexity of evaluation experiments, and improve reproducibility. Building on recent developments in methods and toolkits, the second iteration of our Sim4IA workshop aims to again bring together researchers and practitioners to form an interactive and engaging forum for discussions on the future perspectives of the field. An additional aim is to plan an upcoming TREC/CLEF campaign.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 5 of its 14 references that are in the map. First posted on arXiv 16 May 2025.

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5 of 14 references.

References · 5

  1. 2021Evaluating the Robustness of Retrieval Pipelines with Query Variation Generatorscited by 34
  2. 2023User Simulation for Evaluating Information Access Systemscited by 31
  3. 2024TREC iKAT 2023: The Interactive Knowledge Assistance Track Overviewcited by 15
  4. 2024Report on the Workshop on Simulations for Information Access (Sim4IA 2024) at SIGIR 2024cited by 3
  5. 2025LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performancecited by 2

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