Ivo Silva (QuintoAndar), Pedro Nogueira (QuintoAndar), Guilherme Bonaldo (QuintoAndar) Location Matters: Leveraging Multi-Resolution Geo-Embeddings for Housing Search https://arxiv.org/abs/2510.01196

Gadir Suleymanli, Alexander Rogiers, Lucas Lageweg, Jefrey Lijffijt Are LLMs ready to help non-expert users to make charts of official statistics data? https://arxiv.org/abs/2510.01197

Matan Mandelbrod, Biwei Jiang, Giald Wagner, Tal Franji, Guy Feigenblat Optimal signals assignment for eBay View Item page https://arxiv.org/abs/2510.01198

Shreeranjani Srirangamsridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason Cho, Sushant Kumar MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems https://arxiv.org/abs/2510.01523

Zhuofan Shi, Zijie Guo, Xinjian Ma, Gang Huang, Yun Ma, Xiang Jing IoDResearch: Deep Research on Private Heterogeneous Data via the Internet of Data https://arxiv.org/abs/2510.01553

Adithya Rajan, Xiaoyu Liu, Prateek Verma, Vibhu Arora Synthetic Prefixes to Mitigate Bias in Real-Time Neural Query Autocomplete https://arxiv.org/abs/2510.01574

Bo Ma, LuYao Liu, Simon Lau, Chandler Yuan, and XueY Cui, Rosie Zhang Bridging Collaborative Filtering and Large Language Models with Dynamic Alignment, Multimodal Fusion and Evidence-grounded Explanations https://arxiv.org/abs/2510.01606

Bo Ma, Hang Li, ZeHua Hu, XiaoFan Gui, LuYao Liu, Simon Lau LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing https://arxiv.org/abs/2510.01622

Seungheon Doh, Keunwoo Choi, Juhan Nam TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling https://arxiv.org/abs/2510.01698

Oscar Villemaud, Suryanarayana Sankagiri, Matthias Grossglauser Ranking Items from Discrete Ratings: The Cost of Unknown User Thresholds https://arxiv.org/abs/2510.01871

Linh Tran, Yulong Li, Radu Florian, Wei Sun Contrastive Retrieval Heads Improve Attention-Based Re-Ranking https://arxiv.org/abs/2510.02219

Daniel Gwon, Nour Jedidi, Jimmy Lin Study on LLMs for Promptagator-Style Dense Retriever Training https://arxiv.org/abs/2510.02241

Nima Sheikholeslami, Erfan Hosseini, Patrice Bechard, Srivatsava Daruru, Sai Rajeswar Optimizing What Matters: AUC-Driven Learning for Robust Neural Retrieval https://arxiv.org/abs/2510.00137

Eugene Yang, Dawn Lawrie, Orion Weller, James Mayfield HLTCOE at TREC 2024 NeuCLIR Track https://arxiv.org/abs/2510.00143

Prabhav Goyal, Vinesh Sridhar, Wilson Zheng Privacy-Preserving Learning-Augmented Data Structures https://arxiv.org/abs/2510.00165

Thong Nguyen, Yibin Lei, Jia-Huei Ju, Eugene Yang, Andrew Yates Milco: Learned Sparse Retrieval Across Languages via a Multilingual Connector https://arxiv.org/abs/2510.00671

Soyoung Yoon, Jongho Kim, Daeyong Kwon, Avishek Anand, Seung-won Hwang On Listwise Reranking for Corpus Feedback https://arxiv.org/abs/2510.00887

Roksana Goworek, Olivia Macmillan-Scott, Eda B. \"Ozyi\u{g}it Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs https://arxiv.org/abs/2510.00908

Sara Saad Soliman, Ahmed Younes, Islam Elkabani, Ashraf Elsayed Deep Learning-Based Approach for Improving Relational Aggregated Search https://arxiv.org/abs/2510.00966

Paul Teiletche, Quentin Mac\'e, Max Conti, Antonio Loison, Gautier Viaud, Pierre Colombo, Manuel Faysse ModernVBERT: Towards Smaller Visual Document Retrievers https://arxiv.org/abs/2510.01149

Nick Hagar, Nicholas Diakopoulos, Jeremy Gilbert On-Premise AI for the Newsroom: Evaluating Small Language Models for Investigative Document Search https://arxiv.org/abs/2509.25494

Mouly Dewan, Jiqun Liu, Chirag Shah TRUE: A Reproducible Framework for LLM-Driven Relevance Judgment in Information Retrieval https://arxiv.org/abs/2509.25602

Ruiqi Luo, Ran Jin, Zhenglong Li, Kaixi Hu, Xiaohui Tao, Lin Li HiFIRec: Towards High-Frequency yet Low-Intention Behaviors for Multi-Behavior Recommendation https://arxiv.org/abs/2509.25755

Wanying Ding, Savinay Narendra, Xiran Shi, Adwait Ratnaparkhi, Chengrui Yang, Nikoo Sabzevar, Ziyan Yin Better with Less: Small Proprietary Models Surpass Large Language Models in Financial Transaction Understanding https://arxiv.org/abs/2509.25803

Han Zhang, Dongfang Zhao RAE: A Neural Network Dimensionality Reduction Method for Nearest Neighbors Preservation in Vector Search https://arxiv.org/abs/2509.25839

Guoqing Hu, An Zhang. Shuchang Liu, Wenyu Mao, Jiancan Wu, Xun Yang, Xiang Li, Lantao Hu, Han Li, Kun Gai, Xiang Wang Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation https://arxiv.org/abs/2509.26063

Huanyu Zhang, Xiaoxuan Shen, Yu Lei, Baolin Yi, Jianfang Liu, Yinao xie Items Proxy Bridging: Enabling Frictionless Critiquing in Knowledge Graph Recommendations https://arxiv.org/abs/2509.26107

Xu Chen, Yunmeng Shu, Yuangang Pan, Jinsong Lan, Xiaoyong Zhu, Shuai Xiao, Haojin Zhu, Ivor W. Tsang, Bo Zheng Leveraging Scene Context with Dual Networks for Sequential User Behavior Modeling https://arxiv.org/abs/2509.26172

William Walden, Marc Mason, Orion Weller, Laura Dietz, Hannah Recknor, Bryan Li, Gabrielle Kaili-May Liu, Yu Hou, James Mayfield, Eugene Yang Auto-ARGUE: LLM-Based Report Generation Evaluation https://arxiv.org/abs/2509.26184

Victor Sechaud (Phys-ENS), Patrice Abry (Phys-ENS), Laurent Jacques (ICTEAM), Juli\'an Tachella (Phys-ENS, CNRS) Self-supervised learning for phase retrieval https://arxiv.org/abs/2509.26203

Homa Jamalof, Luca Vassio, Danilo Giordano, Marco Mellia, Claudio De Tommasi Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data https://arxiv.org/abs/2509.26262

Junjie Zhou, Ze Liu, Lei Xiong, Jin-Ge Yao, Yueze Wang, Shitao Xiao, Fenfen Lin, Miguel Hu Chen, Zhicheng Dou, Siqi Bao, Defu Lian, Yongping Xiong, Zheng Liu MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval https://arxiv.org/abs/2509.26378

Abdullah Abbas, Michael Heep, Theodor Sperle Informed Dataset Selection https://arxiv.org/abs/2509.26448

Nafis Tanveer Islam, Zhiming Zhao How good are LLMs at Retrieving Documents in a Specific Domain? https://arxiv.org/abs/2509.22658

Yunqi Mi, Boyang Yan, Guoshuai Zhao, Jialie Shen, Xueming Qian Federated Consistency- and Complementarity-aware Consensus-enhanced Recommendation https://arxiv.org/abs/2509.22659

Elizabeth McKinnie, Anas Buhayh, Clement Canel, Robin Burke Fairness for niche users and providers: algorithmic choice and profile portability https://arxiv.org/abs/2509.22660

Lingyu Zhang, Guobin Wu, Yan Wang, Pengfei Xu, Jian Liang, Xuan Song, Yunhai Wang Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding https://arxiv.org/abs/2509.22661

Mengchen Zhao, Yifan Gao, Yaqing Hou, Xiangyang Li, Pengjie Gu, Zhenhua Dong, Ruiming Tang, Yi Cai MTRec: Learning to Align with User Preferences via Mental Reward Models https://arxiv.org/abs/2509.22807

Zishuo Xu, Yuhong Gu, Dezhong Yao WARBERT: A Hierarchical BERT-based Model for Web API Recommendation https://arxiv.org/abs/2509.23175

KaiWen Wei, Kejun He, Xiaomian Kang, Jie Zhang, Yuming Yang, Jiang Zhong, He Bai, Junnan Zhu From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation https://arxiv.org/abs/2509.23649

Ana Llorens, Alvaro Torrente Constructing Opera Seria in the Iberian Courts: Metastasian Repertoire for Spain and Portugal https://arxiv.org/abs/2509.23771

Ebrahim Norouzi, Sven Hertling, J\"org Waitelonis, Harald Sack Semantic Representation of Processes with Ontology Design Patterns https://arxiv.org/abs/2509.23776

Haiyang Yang, Qinye Xie, Qingheng Zhang, Liyu Chen, Huike Zou, Chengbao Lian, Shuguang Han, Fei Huang, Jufeng Chen, Bo Zheng GSID: Generative Semantic Indexing for E-Commerce Product Understanding https://arxiv.org/abs/2509.23860

Zhongbin Xie, Thomas Lukasiewicz Investigating Multi-layer Representations for Dense Passage Retrieval https://arxiv.org/abs/2509.23861

Huike Zou, Haiyang Yang, Yindu Su, Liyu Chen, Chengbao Lian, Qingheng Zhang, Shuguang Han, Jufeng Chen Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification https://arxiv.org/abs/2509.23874

Mingshi Xu, Haoren Zhu, Wilfred Siu Hung Ng Multi-Item-Query Attention for Stable Sequential Recommendation https://arxiv.org/abs/2509.24424

Zan Li, Jiahui Chen, Yuan Chai, Xiaoze Jiang, Xiaohua Qi, Zhiheng Qin, Runbin Zhou, Shun Zuo, Guangchao Hao, Kefeng Wang, Jingshan Lv, Yupeng Huang, Xiao Liang, Han Li UniDex: Rethinking Search Inverted Indexing with Unified Semantic Modeling https://arxiv.org/abs/2509.24632

Junwei Lan, Jianlyu Chen, Zheng Liu, Chaofan Li, Siqi Bao, Defu Lian Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval https://arxiv.org/abs/2509.24869

Ana Rodrigues, Jo\~ao Mata, Rui Rego SPELUNKER: Item Similarity Search Using Large Language Models and Custom K-Nearest Neighbors https://arxiv.org/abs/2509.21323

Gurbinder Gill, Ritvik Gupta, Denis Lusson, Anand Chandrashekar, Donald Nguyen From Search to Reasoning: A Five-Level RAG Capability Framework for Enterprise Data https://arxiv.org/abs/2509.21324