| 2026 | Evolving Mixture of Low-Rank Experts for Continual User Modeling. | Jeevan Thapa, Sinan Zhao, Koyoshi Shindo |
| 2026 | Contrastive Learning Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data. | Manveer Singh Tamber, Suleman Kazi, Vivek Sourabh, Jimmy Lin |
| 2026 | The CLEF-2026 CheckThat! Lab: Advancing Multilingual Fact-Checking. | Julia Maria Stru, Sebastian Schellhammer, Stefan Dietze, Venktesh V., Vinay Setty, Tanmoy Chakraborty, Preslav Nakov, Avishek Anand, Primakov Chungkham, Salim Hafid, Dhruv Sahnan, Konstantin Todorov |
| 2026 | GREAT: A Group Recommendation Evaluation and Analysis Tool. | Ariel Smith, David Contreras, Maria Salam, Ludovico Boratto |
| 2026 | SynIRgy: Synthetic Data and Simulation Synergy for Information Retrieval. | Manel Slokom, Alejandro Bellogn, Mayank Singh, Andrea Barraza-Urbina |
| 2026 | Analyzing AI Evaluation Benchmarks Through Information Retrieval and Network Science. | Gaia Simeoni, Michael Soprano, Riccardo Lunardi, Kevin Roitero, Stefano Mizzaro |
| 2026 | CitiLink: Enhancing Municipal Transparency and Citizen Engagement Through Searchable Meeting Minutes. | Rodrigo Silva, Jos Pedro Evans, Jos Isidro, Miguel Marques, Afonso Fonseca, Ricardo Morais, Joo Canavilhas, Arian Pasquali, Purificao Silvano, Alpio Jorge, Nuno Guimares, Srgio Nunes, Ricardo Campos |
| 2026 | When Semantic Similarity Fails: Analyzing Metric Divergence in Legal RAG Evaluation. | Eryclis Silva |
| 2026 | Speculative Retrieval-Augmented Generation for Faithful Question Answering in Aircraft Maintenance. | Quentin Sign |
| 2026 | Topological Metric for Unsupervised Embedding Quality Evaluation. | Aleksei Shestov, Anton Klenitskiy, Daria Denisova, Amurkhan Dzagkoev, Daniil Petrovich, Andrey V. Savchenko, Maksim Makarenko |
| 2026 | Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation. | Nikita Severin, Danil Kartushov, Vladislav Urzhumov, Vladislav Kulikov, Oksana Konovalova, Alexey Grishanov, Anton Klenitskiy, Artem Fatkulin, Alexey Vasilev, Andrey V. Savchenko, Ilya Makarov |
| 2026 | AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval. | Shuvam Banerji Seal, Aheli Poddar, Alok Mishra, Dwaipayan Roy |
| 2026 | Text Vs. Speech? Detecting Audio Deepfakes on Instagram. | Karla Schfer |
| 2026 | Let Me Explain - Knowledge-Based Retrieval Augmented Generation for Agricultural Recommendation Explanations. | Daan L. Di Scala, Maaike H. T. de Boer |
| 2026 | Website Segmentation Beyond Structure: A Benchmark on Functional and Digital Maturity Classes. | Jasmin S. Saxer, Jonathan Gerber, Andreas Weiler, Michael Grossniklaus |
| 2026 | Beyond Correlations: A Downstream Evaluation Framework for Query Performance Prediction. | Payel Santra, Partha Basuchowdhuri, Debasis Ganguly |
| 2026 | Breaking Flat: A Generalised Query Performance Prediction Evaluation Framework. | Payel Santra, Partha Basuchowdhuri, Debasis Ganguly |
| 2026 | Does Reasoning Make Search More Fair? Comparing Fairness in Reasoning and Non-reasoning Rerankers. | Saron Samuel, Benjamin Van Durme, Eugene Yang |
| 2026 | Structure-Aware Pre-retrieval Performance Prediction on Query Affinity Graphs. | Abbas Saleminezhad, Negar Arabzadeh, Seyed Mohammad Hosseini, Soosan Beheshti, Ebrahim Bagheri |
| 2026 | DARE: A Dialectical Framework for Adversarial and Evidence-Aware RAG. | Saisab Sadhu, Dwaipayan Roy, Tanmay Basu |
| 2026 | Judiciously Reducing Sub-group Comparisons for Learning Intersectional Fair Representations. | Clara Rus, Andrew Yates, Maarten de Rijke |
| 2026 | Joint Modeling of Candidate and Recruiter Preferences for Fair Two-Sided Job Matching. | Clara Rus, Masoud Mansoury, Andrew Yates, Maarten de Rijke |
| 2026 | Fast, Compact, Immediate-Access Indexing for Learned Sparse Retrieval Systems. | Billy Rule, Joel Mackenzie |
| 2026 | Context Engineering for Agentic Data Science. | Rishiraj Saha Roy, Chris Hinze, Luzian Hahn, Fabian Kch |
| 2026 | INFUSE Workshop: The First Workshop on INFormation Access in Uncertainty ScEnarios. | Alisa Rieger, Ran Yu, Amir Ebrahimi Fard, Nicolas Mattis, Johanne R. Trippas |