| Practical, Efficient, In-Memory Inverted Indexes Joel Mackenzie, Sean MacAvaney, Antonio Mallia and Michal Siedlaczek |
| Conversational Search: Foundations, Large Language Models, and Agents Chuan Meng, Fengran Mo, Mohammad Aliannejadi, Jeff Dalton and Jian-Yun Nie |
| Economic Perspectives on Fairness in Information Retrieval Chen Xu, Clara Rus, Yuanna Liu, Marleen de Jonge, Jun Xu and Maarten de Rijke |
| Reasoning for IR & IR for Reasoning Mohanna Hoveyda, Panagiotis Eustratiadis, Arjen de Vries and Maarten de Rijke |
| Neural Lexical Search with Learned Sparse Retrieval Andrew Yates, Carlos Lassance, Cosimo Rulli, Eugene Yang, Sean MacAvaney, Siddharth Singh, Thong Nguyen and Yibin Lei |
| Tutorial on Mechanistic Interpretability Catherine Chen, Maria Heuss and Carsten Eickhoff |
| Uncertainty Quantification for Large Language Models Maxim Panov, Artem Shelmanov, Roman Vashurin, Artem Vazhentsev, Ekaterina Fadeeva, Lyudmila Rvanova and Timothy Baldwin |