TILens Daily Edition
2026-09-22
Filters: topic=information-retrieval, github=hidden

Stats: 66 articles, 4 sources, 66 research papers
Top topics: AI Research, AI, Information Retrieval

## Research

- Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2502.01562

- TriFleetRCA: On-Premise LLM Root Cause Analysis for Kubernetes
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.23766

- Do Large Language Models Favor Recent Content? A Study on Recency Bias in LLM-Based Reranking
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2509.11353

- Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2505.13994

- What Makes a Good Semantic ID for Generative Recommendation? A Reproducibility Study
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.24430

- A Redundancy Reduction Approach for Controllable Sequential Recommendations
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23849

- Guiding the coarse levels of semantic IDs makes the fine levels learnable
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22227

- Attributable Post-Rationalization in RAG Citations: A Controlled Reproduction and an RLVR Comparison
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23053

- When More Evidence Hurts: Publication-Bias Drift and Principled Stopping for Biomedical Causal Search
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.24101

- DOA-SORT: Directional Occlusion-Aware Multi-Object Tracking with Distributional Observations
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22706

- UNIQUE: A Unified Retrieval and Ranking System for Large-Scale Feed Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23718

- Graded-Relevance Composed Multimodal Retrieval for E-commerce Visual Search at Scale
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.24152

- LIGE-GR: A Smooth Leap from Ranking to Generative Recommendation in the LLM Era
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.18148

- AdaMem: Adaptive Memory Token Allocation for Soft Compression in Retrieval-Augmented Generation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22100

- How Do LLMs Cite? A Mechanistic Interpretation of Attribution in Retrieval-Augmented Generation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2606.28358

- Improving disruptive research in the EU: why strengthening European Research Council grants alone is not enough
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23115

- 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

- IntLawNER: A Named Entity Recognition Dataset and Benchmark in International Law
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22529

- Semantic Candidate-Job Matching: A Comparative Evaluation of Dense Embedding Models in Hybrid Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23307

- Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2511.04473

- From Prompt to Recommendation: A Fitted Stage Model of Brand Visibility in AI Search
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23162

- Quantifying Hidden Salt for Precision Healthcare: Sodium Assessment via Joint-Factor Retrieval and Chain-of-Thought Inference
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22171

- Retrieval-in-the-Chain: Bootstrapping Large Language Models for Generative Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2510.13095

- Ascent: An Agentic System over the Model Context Protocol for Real-World Clinical Data Analysis
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.24620

- ECP-Bench: Benchmarking and Learning Entertainment Content Promotion with Foundation Models
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22150

- SCoR: A Hierarchical Framework for Forecasting Relations Between Scientific Concepts
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22174

- Q-TIE: A Lightweight and Generalizable Re-ranking Framework for Temporal Information Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23880

- Checkpoints Are Not Enough: Trust Calibration in CoSLR, a Human-AI System for Systematic Literature Reviews
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22248

- UniK: Universal Knowledge Perception for Digital and Physical AI
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23971

- Beyond Raw Engagement: A Counterfactual Observability Framework for Recommender Systems at Netflix
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22747

- Beyond Relevance: Structured Semantic Supervision for Product Search with LLM-Augmented Annotations
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23646

- Explainable Recommendations at Scale: LLM Rationales for YouTube Music Artist Discovery
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23877

- UK-PRBENCH: A Paragraph-Level Precedent Retrieval Benchmark for United Kingdom Case Law
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.24613

- Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2603.07449

- Calibrated Fusion for Heterogeneous Graph-Vector Retrieval in Multi-Hop QA
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2603.28886

- Auditing Source Exposure in Baidu and Google AI Search
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.24407

- DeepInstructor: An Agentic AI Instructor for Experience-Driven Idea Evaluation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research, JavaScript, React)
  URL: https://arxiv.org/abs/2609.22104

- FlowRec: Prior-Informed Flow Matching for Efficient Sequential Recommendation Generation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2508.17618

- Bridging Static and Agentic RAG for Taiwanese Historical Question Answering
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23056

- Efficient K-generalizable Learned Search
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2603.06159

- Understanding Mobile App Recommendation Dynamics in General-Purpose LLMs: An Empirical Study
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2510.18364

- Scoring With the Engine: Retrieval Exposure, Cross-Engine Divergence, and the Limits of Engine-Agnostic GEO Scores
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22655

- Scaling Articulated Rationales for MLLM-based Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.17639

- From Ranked Documents to Reliable Contexts: An Answer-Oriented Context Construct Framework for AI Search
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23354

- UniRec: Cross-stage Multi-Task Fusion with Preference Alignment for Cascaded Recommender Systems
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.11052

- From UNDRR Reports to Event Records: Schema-Constrained LLM Extraction of Georeferenced Disasters
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23853

- MuSeR: Scalable Long-sequence Recommendation with Multi-interest Modeling
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23677

- PSD: Pseudo Self-Distillation of Memory Representation Capabilities for LLM Agents
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.23449

- POI-Loc: A Fine-Grained POI Localization Benchmark and an Asymmetric Global-to-Local Matching Method
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.02012

- R-GEAN: Regimen-Guided Edit Action Network for Within-Admission Medication Change Prediction
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22959

- AdaMerge: Tuning-Free Patch Compression for Multi-Vector Visual Document Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22562

- Per-Query Gating of LLM Rerankers for Multi-Hop Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22880

- Semantics Delivery Network: Rethinking Web Retrieval Infrastructure for LLM Agents
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22486

- IDProxy: CTR Prediction with Multimodal LLMs for Cold-Start Recommendation at Xiaohongshu
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2603.01590

- MM-ContextFold: Context Folding for Multimodal Agentic Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research, JavaScript, React)
  URL: https://arxiv.org/abs/2609.23121

- Parameterized Dense-Sparse Fusion for Hybrid Retrieval: Tuning a Rank-Score Mix on BEIR SciFact with Qdrant
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.22770

- Personalized and Trust-Aware Health Recommendation Policies for a Construction Workplace
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.12679

- F$^{2}$DR: A Fine-Grained Full-Pipeline Reward Framework for DeepSearch Workflows
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.19827

- ChemCLIR-Bench: Benchmarking Cross-Lingual Information Retrieval in Multilingual Chemical Patents
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.23231

- Efficient LLM Distillation for Bangladesh Legal Context: A Smartphone-Compatible Retrieval-Augmented Generation Model
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.24177

- Re:CAP - Auditing Retrieval Coverage in Production RAG Pipelines
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.24122

- NLPCC 2026 Task 10: Citation-Level Faithfulness Verification with DeBERTa Ensembles and Class-Wise Calibration
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.22774

- Balancing Reasoning and Hardware Constraints in RAG Pipelines for Ukrainian Multi-Domain Document Understanding
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.22124

- Assessing Readability with LLMs: The Role of Reasoning and Few-Shot Prompting
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.24650

- Initial Evaluation of Potential Bias in Coverage of Humans in Wikidata
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.22375

- Rethinking Multi-Agent Collaboration: When More Is Less
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.19759