INFUSE is a full-day workshop on information access in uncertainty scenarios at the European Conference on Information Retrieval (ECIR '26). It aims to bring together the broader information retrieval community and researchers and practitioners from adjacent disciplines to discuss emerging challenges, share diverse perspectives, and explore novel approaches to information access in contexts of uncertainty.
People often encounter or seek information on issues for which there is no clear answer. For example, information may be scarce or nonexistent, as in data voids or unanswerable questions; knowledge might be evolving, as with current events, emerging topics, or rumours; or there may be multiple perspectives on an issue, as with debated topics.
We refer to these as uncertainty scenarios. In such scenarios, information access systems face various risks, including eliciting a false sense of information certainty and over-reliance, promoting misinformation and disinformation, or exposing users to viewpoint-biased information.
We invite participants to submit abstracts only (up to 600 words) with links to references directly to EasyChair.
We invite contributions that explore the challenges of information access in contexts of uncertainty, with a focus on human engagement with information or the design of information access systems. We explicitly welcome interdisciplinary work and contributions from adjacent fields. Submissions may include descriptions of ongoing projects, work presented elsewhere, or emerging ideas and perspectives that are still in development.
With the scope of the workshop centered on information access in uncertainty scenarios, our topics of interest include, but are not limited to:
Retrieval models designed to handle information scarcity, ambiguity, and uncertainty
Evaluation frameworks and metrics for information retrieval under uncertainty
Techniques for query understanding in uncertainty scenarios
Methods for detecting and safeguarding against incorrect or misleading information in uncertain or datavoid settings
Approaches to aggregate and present information in uncertainty scenarios
User studies investigating information behaviour, decision-making, trust, and awareness under conditions of uncertainty
Studies on the impact and adaptation of generative AI in information access in uncertainty scenarios
The First Workshop on Information Access in Uncertainty Scenarios aims to provide a forum for the broader IR community to discuss emerging challenges, share diverse perspectives, and explore novel approaches to information access in contexts of uncertainty. Our goals are to:
Draw Attention to Emerging Risks: To draw attention to emergent issues, such as issues arising from the rapid adoption and integration of LLM-enabled search services, which may lead to potentially harmful consequences.
Build Community: Bring together researchers and practitioners from diverse backgrounds who are interested in information access in scenarios of uncertainty.
Exchange and Advance Knowledge: Engage in structured discussions on topics and questions collected by the organisers prior to the workshop, as well as questions that emerge during the workshop.
Improve Information Access Systems: Contribute to the development of information access systems that prioritize informed citizens and critical thinking, and raise awareness of the complex nuances of information.
Promote Collaborations: Create spaces for researchers to discover shared interests and explore opportunities for impactful collaboration.
First call (Early bird registration for ECIR):
Tuesday 3 Feb 2026, 23.59 (AoE): Abstract submission deadline (Early bird ECIR registration)
Tuesday 10 Feb 2026: Notification (Early bird ECIR registration)
Second call (Regular registration for ECIR):
Tuesday 3 March 2026, 23.59 (AoE): Abstract submission deadline
Tuesday 10 March 2026: Notification
Thursday 2 April: Workshop day
Alisa Rieger (GESIS, Germany)
Amir Ebrahimi Fard (Ofcom, United Kingdom)
Johanne Trippas (RMIT University, Australia)
Nicolas Mattis (University of Amsterdam, Netherlands)
Ran Yu (GESIS, Germany)
09:00-09:15 Welcome and Scene Setting
09:15-10:45 Keynote Speakers
10:45-11:00 Morning tea break
11:00-12:30 Selected Presentations
12:30-13:30 Lunch break
13:30-14:15 Musical Tables (Session 1)
14:15-14:45 Afternoon tea break
14:45-16:00 Musical Tables (Session 2)
16:00-16:45 Collaboration Fair
16:45-17:00 Wrap-up