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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Manousos Linardakis, Georgios Alexandridis: Reading the Mood: Emotion-Guided Book-to-Music Recommendation via CGANs and LLMs arxiv.org/abs/2610.06703 arxiv.org/pdf/2610.06703 arxiv.org/html/2610.06703

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Justin Hangoebl, Marta Moscati, Alessandro B. Melchiorre, Shah Nawaz, Markus Schedl: SPRIG: Semantic-ID-enhanced Paths for Knowledge Graph-based Generative Recommendation arxiv.org/abs/2610.06590 arxiv.org/pdf/2610.06590 arxiv.org/html/2610.06590

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Benjamin Tannenbaum: Commercial Intent in Human-AI Conversations: A Corpus Audit and Architecture for Website Sales Agents arxiv.org/abs/2610.06205 arxiv.org/pdf/2610.06205 arxiv.org/html/2610.06205

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Friese, Kruff, Breuer, Schaer, Fuhr: Beyond States: Investigating the Effects of Context on User Modeling with Feature-Conditioned Markov Models arxiv.org/abs/2610.06060 arxiv.org/pdf/2610.06060 arxiv.org/html/2610.06060

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Yu Hou: MATE: Adaptive Long- and Short-Term User Memory for LLM-Based Recommendation arxiv.org/abs/2610.06050 arxiv.org/pdf/2610.06050 arxiv.org/html/2610.06050

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Hossain, Jawad, Moon, Siraj, Rahaman, Islam, Reza, Sadeq: Constraint-Aware Conversational Job Recommendation in Code-Mixed Low-Resource Settings arxiv.org/abs/2610.05787 arxiv.org/pdf/2610.05787 arxiv.org/html/2610.05787

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Esfandiarpoor, Osmulski, Babakhin, de Souza P. Moreira, Holworthy, He, Ak, Cai, Chesler, Liu, Oldridge: Beyond Semantic Similarity: Performance and Costs of Agentic Retrieval for Complex Tasks arxiv.org/abs/2610.05750 arxiv.org/pdf/2610.05750 arxiv.org/html/2610.05750

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Zhuo Cai, Guanghao Wu, Shoujin Wang, Peilin Zhou, Victor W. Chu: Generate What You Can Trust: Content Credibility in Generative Recommenders arxiv.org/abs/2610.05670 arxiv.org/pdf/2610.05670 arxiv.org/html/2610.05670

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Hao Li, Shashank Reddy, Kedar Bellare, Ashish Jain, Stephanie Moyerman: SCOUT: Supply-Aware Cold-Start Proactive Query Suggestion for Travel Search arxiv.org/abs/2610.05619 arxiv.org/pdf/2610.05619 arxiv.org/html/2610.05619

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Wang, Guo, Hou, Wang, Kim, Yue, Xing, Li, Xia, Zhang, Tu, McAuley: OpticalRec: Unified Optical Vision-Language Representation for Multimodal Recommendation arxiv.org/abs/2610.05432 arxiv.org/pdf/2610.05432 arxiv.org/html/2610.05432

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Ramraj Chandradevan, Sayontan Ghosh, Vinoth Selvendran: Search Engines Never Say No: How Frozen Agents React When the Retrieval Tool Refuses arxiv.org/abs/2610.05348 arxiv.org/pdf/2610.05348 arxiv.org/html/2610.05348

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Jin Cheng, Xiangxiang Dai, Maoli Liu, Ziyi Han, Zhuohua Li, John C. S. Lui: Quality-Aware Cross-Model Computation Reuse arxiv.org/abs/2610.05285 arxiv.org/pdf/2610.05285 arxiv.org/html/2610.05285

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Congfeng Cao, Lipeng Zuo, Konstantinos Papakostas, Qiwei Xu, Songwei Xu, Lun Zhou, Zhaochun Ren, Yougang Lyu, Xiaohui Yan: SearchJev: A Fast and Calibrated System-1 Model for Search Agents arxiv.org/abs/2610.05107 arxiv.org/pdf/2610.05107 arxiv.org/html/2610.05107

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Jingjie Ning, Xueqi Li, Yibo Kong: Agentic RAG Evaluation: Budget Allocation Across Questions, Trajectories, and Reads arxiv.org/abs/2610.05034 arxiv.org/pdf/2610.05034 arxiv.org/html/2610.05034

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Horde-Vo Alexis, Duckham Matt, He Estrid: Do We Still Need Gazetteers in the Era of LLMs? Chaining Retrieval with a Spatial Neuro-Symbolic Index arxiv.org/abs/2610.05028 arxiv.org/pdf/2610.05028 arxiv.org/html/2610.05028

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Xiaoyang Liu, Zhengyuan Dong, Ren\'ee J. Miller: ModelLakeFishing: Efficient Retrieval over Million-Scale Model Lakes arxiv.org/abs/2610.04904 arxiv.org/pdf/2610.04904 arxiv.org/html/2610.04904

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Kaihao Li, Feng Liu, Juexin Lin, Xunfan Cai, Zhen Yang, Tony Lee, Ciya Liao: Query Generation with Direct Preference Optimization for Document Expansion in E-commerce Search arxiv.org/abs/2610.04352 arxiv.org/pdf/2610.04352 arxiv.org/html/2610.04352

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Hasan, Foust, Tang, Neves, Gupta, Udagawa, Dias, Silva, Ramanath: From Valid to Useful: Post-Verification Acquisition for Recursive Self-Improving Recommendation arxiv.org/abs/2610.04302 arxiv.org/pdf/2610.04302 arxiv.org/html/2610.04302

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Abhinav Bohra, Anuj Bohra: Multimodal Dual-Encoder Retrieval for Automated ICD Coding arxiv.org/abs/2610.04263 arxiv.org/pdf/2610.04263 arxiv.org/html/2610.04263

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Sandarsita Guntupalli, Lu He, Kang Li: FICO: Find-Then-Compute for Corpus-Level Spreadsheet Question Answering arxiv.org/abs/2610.03958 arxiv.org/pdf/2610.03958 arxiv.org/html/2610.03958

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

Xiaolin Zheng, Qiyong Zhong, Jiajie Su, Xiang Chen: Learning Robust Personalized Prompts for LLM-Driven Sequential Recommendation arxiv.org/abs/2610.03923 arxiv.org/pdf/2610.03923 arxiv.org/html/2610.03923

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 20h

[2026-10-06 Tue (UTC), 21 new articles found for csIR Information Retrieval]

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 05/10/2026

Yun Wang, Gad Shaulsky, Toma\v{z} Curk, Bla\v{z} Zupan: Benchmarking Literature Retrieval for a Model Organism: A Dictyostelium Case Study arxiv.org/abs/2610.03130 arxiv.org/pdf/2610.03130 arxiv.org/html/2610.03130

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 05/10/2026

Anders Wikum, Nina Mishra, Amin Saberi, Tal Wagner: Learning Query Encoders Can Be Hard Even When Vector Retrieval Is Geometrically Easy arxiv.org/abs/2610.02749 arxiv.org/pdf/2610.02749 arxiv.org/html/2610.02749

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 05/10/2026

Yin, Yang, Chen, Lin, Shi, Yin, Yang, Yang, Yang, Zhang, Jiang, Chen, Wang: When History Misleads: Asymmetric Margin Supervision for Instruction-Guided LLM Generative Recommendation arxiv.org/abs/2610.02600 arxiv.org/pdf/2610.02600 arxiv.org/html/2610.02600

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 05/10/2026

Wentai Xie, Parker Carlson, Shanxiu He, Tao Yang: Adaptive Sparsity Optimization with Learnable Soft Top-K and Per-Term Thresholding for Efficient Retrieval arxiv.org/abs/2610.02572 arxiv.org/pdf/2610.02572 arxiv.org/html/2610.02572

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 05/10/2026

[2026-10-05 Mon (UTC), 4 new articles found for csIR Information Retrieval]

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Mingming Ding, et al.: Optimizing Effective Training Time for Large-Scale Recommendation Systems arxiv.org/abs/2610.02057 arxiv.org/pdf/2610.02057 arxiv.org/html/2610.02057

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Haoran Qiang, Guannan Liu, Liang Zhang, Junjie Wu: AgentWebRec: Compact Evidence Fusion over the Agent Web for Personalized Recommendation arxiv.org/abs/2610.01705 arxiv.org/pdf/2610.01705 arxiv.org/html/2610.01705

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Nikolai Zenovkin, Sebastian Bj\"orkqvist: From Rules to Neural Graphs: Scalable Structured Prediction for Patent Prior Art Search arxiv.org/abs/2610.01553 arxiv.org/pdf/2610.01553 arxiv.org/html/2610.01553

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Elishay Avram, Oren Glickman, Elad Yom-Tov: Learning to structure data from user-generated thematic corpora arxiv.org/abs/2610.01463 arxiv.org/pdf/2610.01463 arxiv.org/html/2610.01463

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Abhinav Bohra, Anuj Bohra: Do Multilingual Encoders Produce Language-Consistent Semantic IDs? arxiv.org/abs/2610.01139 arxiv.org/pdf/2610.01139 arxiv.org/html/2610.01139

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Chuxuan Hu, Hejie Cui, Norman Huang, Shubham Kumar Bharti, Wang-Chiew Tan, Sercan \"O. Ar{\i}k: RPTune: Learned Context Curation for LLM Catalog Search arxiv.org/abs/2610.00964 arxiv.org/pdf/2610.00964 arxiv.org/html/2610.00964

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Hyojeong Yun, Jueun Kim, Wook-Shin Han: CANOPY: Adaptive-Granularity Evidence Compression for Multimodal RAG arxiv.org/abs/2610.00923 arxiv.org/pdf/2610.00923 arxiv.org/html/2610.00923

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Dmitrij \.Zatuchin: A Shared Taste for Model-Written Text: The Generator-by-Selector Matrices of "AI-AI Bias" Show No Detectable Own-Model Premium arxiv.org/abs/2610.00369 arxiv.org/pdf/2610.00369 arxiv.org/html/2610.00369

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Dmitrij \.Zatuchin: System Attribution in LLM Brand Recommendations: Single Responses Identify the System, Aggregated Brand Profiles Do Not Transfer arxiv.org/abs/2610.00253 arxiv.org/pdf/2610.00253 arxiv.org/html/2610.00253

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Hyojung Han: On-Device Commercial Intent Retrieval Under Size, Latency, and Privacy Constraints: A 3 MiB Retrieval System with Typed Egress Boundaries arxiv.org/abs/2610.00170 arxiv.org/pdf/2610.00170 arxiv.org/html/2610.00170

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

Dmitrij \.Zatuchin: Ask a Language Model for Lottery Numbers: Concentration in Repeated Six-of-49 Outputs arxiv.org/abs/2610.00052 arxiv.org/pdf/2610.00052 arxiv.org/html/2610.00052

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 02/10/2026

[2026-10-02 Fri (UTC), 12 new articles found for csIR Information Retrieval]

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Hanjia Lyu, Yinglong Xia: Decision-Oriented Recommendation Reranking: An Empirical Study of Jev arxiv.org/abs/2609.40241 arxiv.org/pdf/2609.40241 arxiv.org/html/2609.40241

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Jiangxia Cao, et al.: KUAISHOU Explorer LLM-Rec Challenge 2026: Reasoning Generative Recommendation arxiv.org/abs/2609.39828 arxiv.org/pdf/2609.39828 arxiv.org/html/2609.39828

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Sanjeev Suresh: When the Label Ignores the Request: Auditing Policy-Selected Targets in Synthetic Conversational Music Recommendation arxiv.org/abs/2609.39696 arxiv.org/pdf/2609.39696 arxiv.org/html/2609.39696

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Shaowen Zeng, Yanhua Huang, Jiacheng Sun, Jiarui Liu, Qian Dai, Zhikai Yang, Hancheng Li, Boya Wu, Tuoyu Zhang, Yekui Chen, Xiang Sun: Generative End-to-end Ad Retrieval at Douyin arxiv.org/abs/2609.39327 arxiv.org/pdf/2609.39327 arxiv.org/html/2609.39327

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Weihao Shen, Wei Chen, Fuwei Zhang, Guojun Liu, Qingsong Hua, Wei Lin, Fuzhen Zhuang: Residual Trajectory Distillation for Generative Retrieval arxiv.org/abs/2609.39319 arxiv.org/pdf/2609.39319 arxiv.org/html/2609.39319

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Weihao Shen, Wei Chen, Fuwei Zhang, Guojun Liu, Qingsong Hua, Wei Lin, Fuzhen Zhuang: Learning Multiresolution Relevance for Hierarchical Generative Retrieval arxiv.org/abs/2609.39312 arxiv.org/pdf/2609.39312 arxiv.org/html/2609.39312

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Milad Sabouri, Neeraj Sharma, Sardar Hamidian, Shaghayegh Agah: Routing Between Generative and Collaborative User Profiles: A Serving-Time Gate for Controllable Novelty arxiv.org/abs/2609.39043 arxiv.org/pdf/2609.39043 arxiv.org/html/2609.39043

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Junyeong Song, Jaemin Yoo: RouteRec: Behavior-Guided Sparse Routing for Sequential Recommendation arxiv.org/abs/2609.39007 arxiv.org/pdf/2609.39007 arxiv.org/html/2609.39007

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Milad Sabouri, Neeraj Sharma, Sardar Hamidian, Shaghayegh Agah: When LLM-Inferred User Context Adds Value in Production Streaming Recommendation arxiv.org/abs/2609.38999 arxiv.org/pdf/2609.38999 arxiv.org/html/2609.38999

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arXiv cs.IR Information Retrieval @csir-bot.bsky.social · 01/10/2026

Shuquan Wei, Xi Chen, Xu Chen, Xiangyang Jia: Text-Video Retrieval via Multi-Dimensional Saliency Assessment and Granularity-Aware Query Decomposition arxiv.org/abs/2609.38949 arxiv.org/pdf/2609.38949 arxiv.org/html/2609.38949

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