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Daily edition · Information Retrieval

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TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

07 Sep 2026 edition

34 articles · 6 sources · 32 papers ·

Top topics: Information Retrieval · AI Research · AI

Shadow Queries for Private Retrieval in Vector Databases

arXiv:2609.04767v1 Announce Type: new Abstract: Large language models (LLMs) increasingly rely on information retrieval (IR) systems, such as Retrieval-Augmented Generation (RAG), to incorporate domain-specific…

Source: arXiv cs.AI Xinguo Feng, Zhongkui Ma, Zihan Wang, Chuan Yan, Guowei Yang, Alsharif Abuadbba, Guangdong Bai
Information Retrieval AI AI Research

Leveraging Low-Level Symbolic Competences for Unsupervised Grounding in Hallucination Detection

arXiv:2609.05025v1 Announce Type: cross Abstract: Hallucination-where a language model generates outputs that are factually incorrect or unsupported by the source-is a major challenge for both prompted and fine-tuned…

Source: arXiv cs.IR Renato Vukovic, Hsien-chin Lin, Carel van Niekerk, Benjamin Ruppik, Michael Heck, Shutong Feng, Nurul Lubis, Milica Gasic
Information Retrieval AI AI Research

An Event is Worth One Token: Event Tokenization for Industrial-scale LLM Recommendation

arXiv:2608.25546v3 Announce Type: replace Abstract: LLM-based recommendation has scaled along model capacity and sequence length, yet each position encodes only text, semantic IDs, or a few categorical features,…

Source: arXiv cs.IR Fan Xia, Zhaoheng Zheng, Iman Setayesh, Ruogu Lin, Yiqin Pan, Samarth Mittal, Wentao Bao, Vinti Pandey, Sachin Patil, Jianpeng Cheng, Jun Xiao, Zhuang Wang, Xiangjun Fan, Sri Reddy, Minghai Chen
Information Retrieval AI AI Research

SAGE: Semantic Attribute Graphs for Multi-Entity Visual Retrieval

arXiv:2609.04255v1 Announce Type: new Abstract: Dense document images often contain many fine-grained visual and textual entities whose relevance depends on a user query. Standard vision-language retrievers encode…

Source: arXiv cs.IR Yongjoo Kim, Mincheol Kwon, Seonga Choi, Minseung Lee, Kyeong-Jin Oh, Hyunyoung Lee, Yunsu Choi, Jungbeom Lee
Information Retrieval AI AI Research

Latent-Aligned Reasoning for Multimodal Recommendation

arXiv:2609.04645v1 Announce Type: new Abstract: Multimodal Vision-Language Models (VLMs) have demonstrated remarkable capabilities in cross-modal understanding, yet a fundamental challenge persists when applying them to…

Source: arXiv cs.IR Jiarui Jin, Anyang Ji
Information Retrieval AI AI Research

UniCon: A Unified Context-Centric Modeling Paradigm for CTR Prediction

arXiv:2609.03290v2 Announce Type: replace Abstract: Unified modeling has become a major direction for industrial click-through rate (CTR) prediction. Existing approaches typically unify sequential and non-sequential…

Source: arXiv cs.IR Jiajun Cui, Zhengqi Xu, Fan Zhang, Zhangteng, Gu Tang, Honghong Zhu, Mengxi Wu, Yulin Liang, Xingxing Wang
Information Retrieval AI AI Research

MURAL: Multimodal Uncertainty-aware Recommendation via Adaptive edge Learning

arXiv:2609.04574v1 Announce Type: new Abstract: Multimodal Graph Neural Networks have become standard for recommendation by augmenting sparse interaction data with content features. Yet current architectures face two…

Source: arXiv cs.IR Ahmad Mousavi (Department of Mathematics,Statistics American University), Majid Alikhani (Independent Researcher), Yeon-Chang Lee (Department of Computer Science,Engineering Ulsan National Institute…

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