TILens Daily Edition 2026-10-28 Filters: topic=information-retrieval, github=hidden Stats: 54 articles, 3 sources, 53 research papers Top topics: Information Retrieval, AI, AI Research ## News - Locale Detection Without Annoying Users: Redirect Rules for Multilingual Sites Source: devto-javascript Topic: JavaScript (+Information Retrieval) URL: https://dev.to/pandawm/locale-detection-without-annoying-users-redirect-rules-for-multilingual-sites-3knf ## Research - Monitor Accuracy Isn't the Answer: A Decision-Value Framework for Evaluating AI Agent Restart Monitors Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36544 - LCM-Promo: An LLM-Based Uplift Model for Promotion Allocation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37570 - LESSRec: Level-Specific History Modeling for Semantic ID-Based Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37286 - From Generation to Scoring: Scaling LLM-Based Semantic Labeling at LinkedIn Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36383 - Modeling Preference Dependencies with Directed Acyclic Graphs for Narrative-Driven Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37280 - Hypergraph-Enhanced Evidence Selection for Long-Context Multimodal Document QA Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.35542 - LRanker: Scaling LLM Ranking to Millions of Candidates with Test-Time Scaling Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2605.27810 - Counterfactual Profile Perturbations for Recommendation Explanations: A Reproducibility Study Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36208 - When Is Additional Retrieval Worthwhile? A Cost-Aware Study of Evidence Gain and Answer Reliability in RAG Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37358 - GradCO: Behavior-Aware Gradient-Conflict Offloading for Text-Based Person Anomaly Search Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37267 - Cross-Day Compatibility of Daily Item Embeddings: An Empirical Study of Alignment, Scale Management, and CTR Adaptation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36408 - REGER: Modeling inter-item Relations with Semantic IDs for Generative Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37584 - KL-MOPD: Discrepancy-Aware Multi-Objective On-Policy Distillation for Generative Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36973 - The Vocabulary Is Already Here: Adapting Pretrained Interpretable Features for Generative Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36763 - Tessera: Structure-Completed Evidence Units for Web Retrieval-Augmented Generation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37080 - Validating FKG.in: Soundness Assessment in LLM-Augmented Indian Food Knowledge Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2608.29249 - LIME: Link-based User-item Interaction Modeling with Decoupled XOR Attention for Efficient Test Time Scaling Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2510.18239 - QESChunker: A Single Objective Unifies Overlapping and Non-Overlapping Chunking for RAG Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36557 - MAREval: A Multi-Agent Framework for Evaluating Natural Language Recommendation Explanations Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36389 - Can Complementary Signals Bridge Similarity Islands? Manifold-Augmented Graph Embedding for Multimodal Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37409 - When Do Pretrained Audio Representations Help Music Recommendation? A Study Across Ranking and Generative Interfaces Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2608.06928 - TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2606.25147 - Scoring-Rule Sensitivity in LLM Evaluation: Evidence from Indian Financial Regulatory Text Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2604.19298 - Recall or Relearn? A Mixture of In-Context Experts for Recurring Concept Drift Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36585 - CMASS: A ClimbMix Agentic Search Suite for Evaluating Search Agents Across Heterogeneous Tasks Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2608.20317 - Compote: Collapse-Resistant Multiple Hypothesis Learning For Sequential Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37005 - Inherit4Rec: Parameter Inheritance for Efficient Scaling of Recommendation Models Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2609.23111 - PailitaoMMSearch2.0 Technical Report: Scaling Generative Retrieval to Unified End-to-End Multimodal Search Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36958 - TaskBridge: Technical Report for SIGIR 2026 eCommerce Challenge Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37231 - Governed Sovereign RAG for Public Administration: Tripartite Epistemic Routing, Facet-Guided Clarification, and Deterministic Numeric Verification in Citizen Services Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36561 - AutoRSE: Evaluating LLM Agents as Recommendation Engineers for Self-Evolving Recommender Systems Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37228 - RELAY: One Query, Two Roles for Sequential Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36000 - Unified Heterogeneous Feature Interaction via Effective-Rank Scaling for Recommender Systems Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.35318 - Comparing GenAI to Machine Learning and Manual Review for eDiscovery Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.16925 - Latent Residual Reasoning for Ranking in Generative Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36890 - Coverage Under Contradiction: A Benchmark for Negation-Aware Retrieval Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37162 - DuTri: Dual-Branch Modeling with Triadic Factorization for Multimodal Multi-Scenario Recommendation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36836 - ACOR: incremental evidence accumulation towards real-time DNA storage reconstruction Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36500 - Preserving rare-item recall under a storage budget: quantization, distillation, and the limits of teacher fidelity Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36267 - BehaveRec: When Does Long-Term Behavioral History Help Sequential Recommendation? A Study with Session, History, and Community Signals Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36239 - Lossless Compression of Proximity Graph Indexes for Efficient Approximate Nearest Neighbors Search Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37176 - SpectRAG: Weighted Chunk Graphs for Token-Budgeted Context Selection in Multi-Hop Retrieval-Augmented Generation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36991 - Rethinking Positional Encoding and Interaction Granularity for CTR Prediction Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.37140 - When Connectivity Misleads: Guiding Agentic Search with Contrastive Evidence Paths Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36134 - CCP-DP: Cross-cluster context-guided phase dynamic programming for DNA storage sequence reconstruction Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36559 - Role-Augmented Intent-Driven Generative Search Engine Optimization Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2508.11158 - When Diffusion Recommenders Stop Sampling: Preserving Generative Diversity Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36954 - Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2609.11115 - Is the education gap in generative AI use smaller than the internet's was at a similar level of use? Evidence from 16 European countries Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36181 - DeGenTWeb: A First Look at MGT-dominant Websites Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2605.00087 - Do We Need an LLM to Know Why Sources Conflict? Decision Models for Knowledge-Conflict Typing in RAG Source: arxiv-cs-ir Topic: Information Retrieval (+AI, AI Research) URL: https://arxiv.org/abs/2610.36915 - Natural Hard-Negative Mining from Positives for Instruction-Following Retrieval Source: arxiv-cs-ai Topic: AI Research (+AI, Information Retrieval) URL: https://arxiv.org/abs/2610.36900 - When Retrieval Is Not Enough: Obsolete Facts in Agent Memory Source: arxiv-cs-ai Topic: AI Research (+AI, Information Retrieval) URL: https://arxiv.org/abs/2610.36308