TILens Daily Edition
2026-10-15
Filters: topic=information-retrieval, github=hidden

Stats: 34 articles, 2 sources, 34 research papers
Top topics: Information Retrieval, AI, AI Research

## Research

- Plan or Retrieve First? A Scale Study of Tool Discovery Architectures
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19068

- Relevance Supervision Can Teach Neural Retrievers to Prefer LLM-Generated Text
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2604.06163

- XViewRank: Overlap-Conditioned Score Fusion for LLM-Augmented Sparse Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20122

- On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2512.07384

- Document-as-Image Representations Fall Short for Scientific Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2604.18508

- Retrieve What Helps, Only When It Helps: Agentic Reinforcement Learning for Selective Retrieval-Augmented Machine Translation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19528

- Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.08077

- Gauge-Invariant, Parameter-Insensitive Regularization for Potential Recovery from Flow on Directed Graphs
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2607.13609

- Bridging the Topological Divide: Dual-Branch Graph Distillation with Semantic Priors for Robust Cold-Start Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19578

- Twenty Days Later: A Pre-Registered Test of History-Based Forecasts of Brand Mentions in Gemini Answers
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19608

- From Clicks to Intent: Cross-Platform Session Embeddings with LLM-Distilled Taxonomy for Financial Services Recommendations
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2606.26277

- Revisiting Generative vs. Dense Retrieval: A Static Value Prior Reverses the Gap
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19065

- RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2608.27394

- When RAG Doesn't Help: LLMs for Plausible Material Prediction of Vehicle Components
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.18437

- RCER: Reconstructing Cross-Evidence Relations for Iterative Retrieval-Augmented Generation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19398

- Reading the Neighborhood: Text-Attentive Graph Reranking for Automated Subject Indexing
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20048

- CASI: Credit Assignment via Set Intervention for Agentic Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20293

- Creating SquashFS Images to Support HPC and AI Datasets
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20578

- ARAFA: An LLM-Generated Arabic Fact-Checking Dataset
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.25833

- HEM-Med: A Hierarchical Agentic Memory Framework for Safe Multi-Center Medication Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20191

- UniRec: Bridging the Expressive Gap between Generative and Discriminative Recommendation via Chain-of-Attribute
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2604.12234

- Retrieval-Augmented Generation to Support Railways Engineering Tasks: A Case Study
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2607.01244

- The Dice Roll Method: A Standardized Protocol for Repeated-Query Auditing of Large Language Model Brand Recommendations
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.04047

- QASP: Query-Adaptive Robust Vector Search Policy
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2607.29606

- When More Documents Hurt RAG: Measuring and Reducing Vector Search Dilution with Domain-Scoped Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2606.11350

- GenState-AI: State-Aware Dataset for Text-to-Video Retrieval on AI-Generated Videos
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2603.14426

- Data Curation and Model Souping: Unlocking Qwen3-0.6B for MS MARCO Passage Ranking
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.14816

- Computed, not Memorized: Bit-Factorized Identifiers for Efficient Generative Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.17467

- 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

- AdCoEvo: A Co-Evolving Multi-Agent Advertising Delivery System
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.19454

- Beyond Black Boxes: Visual Grounding for Text Embeddings
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.18047

- VL-DocIR: A Benchmark for Vision-Based Long Document Information Retrieval
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.17057

- PsyMemBehav: Psychology-Informed and Memory-Grounded Two-Level Identity-to-Action Reasoning for Social-Media Behavior Simulation
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.14570

- Reference Wording Shapes Retrieval of Robot Task Instructions
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.17549