| 2026 | L2Rec: Towards Dual-View Understanding of LLMs for Personalized Recommendation. | Pingjun Pan, Tingting Zhou, Peiyao Lu, Tingting Fei, Hongxiang Chen, Chuanjiang Luo |
| 2026 | Hybrid Pooling with LLMs via Relevance Context Learning. | David Otero, Javier Parapar |
| 2026 | Understanding and Modeling Heterogeneous Search Behavior. | Nuha Abu Onq, Chenglong Ma, Mark Sanderson, Falk Scholer |
| 2026 | StAR: Adaptive Structure-Aware Reranking for Semantic-Structural Alignment in GraphRAG. | Junghyun Oh, Sungsu Lim |
| 2026 | Automated Feature Lifecycle Management in Large-Scale Continual Ranking Systems. | Bhavani Shankar P. S. V. N, V. M. Thejus, Surender Kumar |
| 2026 | Recasting Web-Scale Query Suggestion as | Sosuke Nishikawa, Naoki Yoshinaga, Nobuhiro Kaji |
| 2026 | H-MAPS: Hierarchical Memory-Augmented Proactive Search Assistant for Scientific Literature. | Koji Nishikawa, Makoto P. Kato |
| 2026 | Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests. | Jingjie Ning, Joo Coelho, Yibo Kong, Yunfan Long, Bruno Martins, Joo Magalhes, Jamie Callan, Chenyan Xiong |
| 2026 | RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution. | Jinming Nian, Fangchen Li, Dae Hoon Park, Yi Fang |
| 2026 | Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval. | Thong Nguyen, Cosimo Rulli, Franco Maria Nardini, Rossano Venturini, Andrew Yates |
| 2026 | From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems. | Quang-Huy Nguyen, Thanh-Hai Nguyen, Khac-Manh Thai, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Masoud Mansoury, Duc-Trong Le, Hoang-Quynh Le |
| 2026 | ViCSR: A Large-scale Benchmark and Lightweight Two-Stage Framework for Vietnamese Case-to-Statute Retrieval. | Minh-Hien Nguyen, Khanh-Huyen Nguyen, Tan-Minh Nguyen, Hoang-Quynh Le, Thi-Hai-Yen Vuong |
| 2026 | RecNextEval: A Reference Implementation for Temporal Next-Batch Recommendation Evaluation. | Tze-Kean Ng, Joshua Teng-Khing Khoo, Aixin Sun |
| 2026 | Offline-First Information Retrieval for Curriculum-Aligned STEM Resources in Low-Resource Namibian Schools. | Josephina Muntuumo, Wilbard Lazarus, Naftali Ndeapo Indongo |
| 2026 | NERBench-Chhattisgarh: A Multi-Family NER Dataset for Low-Resource Indic Languages. | Rajesh Kumar Mundotiya |
| 2026 | From Queries to Playlists: An LLM-Driven Architecture for Semantic Music Search at Scale. | Rinat Mullakhmetov, Fedor Buzaev, Roman Bogachev, Ilya Sedunov, Oleg Pavlovich, Kamil Mazitov, Vladimir Kravtsov, Elena Tutubalina, Daria Pugacheva, Ivan Sukharev |
| 2026 | Morphology-Aware Retrieval for Low-Resource Environments: Advancing Information Retrieval for Shona Language. | Tendai Mukande, Noel E. O'Connor, Ruvimbo Maud Munetsi |
| 2026 | LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation. | Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Zhengxiao Liu, Zheng Lin, Xiaoyi Zeng, Yu Zhang, Jinxin Hu |
| 2026 | Pretraining Exposure Explains Popularity Judgments in Large Language Models. | Jamshid Mozafari, Bhawna Piryani, Adam Jatowt |
| 2026 | Context Convergence Improves Answering Inferential Questions. | Jamshid Mozafari, Bhawna Piryani, Adam Jatowt |
| 2026 | XFoodRec: An Explainable Mobile Recommender for Personalized Healthy Eating. | Amir Mollazadeh, Mourad Oussalah, Mehrdad Rostami |
| 2026 | Minimal-Perturbation Counterfactuals through Guided Denoising Diffusion for Recommender Systems Explanation. | Amir Reza Mohammadi, Andreas Peintner, Michael M. Mller, Eva Zangerle |
| 2026 | Targeted Parameter Selection for Rank-Biased Measurement. | Alistair Moffat |
| 2026 | Justice, Emancipation, Democracy, and Information Access (JEDI): The SIGIR Workshop on Resisting Corporate and Authoritarian Capture of Information Access Platforms. | Bhaskar Mitra, Dana McKay, Michael D. Ekstrand, Sanne Vrijenhoek, Maria Murray |
| 2026 | Emancipatory Information Retrieval: Towards Critical IR Theories and Practices. | Bhaskar Mitra |