TILens Daily Edition
2026-10-19
Filters: topic=information-retrieval, github=hidden

Stats: 22 articles, 5 sources, 22 research papers
Top topics: Information Retrieval, AI Research, AI

## Research

- Tool Recommendation for Multi-Step Agents: Finding Every Tool a Task Needs
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.23707

- AuditKIT: A Unified Evaluation Spine for Benchmarking, Judging, and Comparing Large Language Models and Agentic Systems
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.22511

- LSNR: Learned Sparse News Recommendations with Attentive User Modeling
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.23510

- Kwai Summary Attention V2 Technical Report
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.18654

- Star Light, Star Bright: Can Multimodal Models Parse an Astronomy Visual Question Answering Dataset Right?
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.22474

- QD-Rec: Open-Ended Evolution of Recommendations via Quality-Diversity
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.23470

- KGVoyager: Knowledge Graph Agnostic Question Answering via Agentic Navigation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2609.01780

- EKLAV: Elicited Key CoT Learning via Answer only superVision
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2607.25182

- Code Skill Server: A Large-Scale Search Engine for Code Generation Skills
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.23186

- Improving OCR Accuracy Through Multi-Classifier Verification of Visually Similar Characters
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.22726

- Jev-as-a-Judge for Brazilian Portuguese Information Retrieval: Relevance Assessment and Reranking
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.23346

- Reasoning Reranking with Semantic IDs as the Sole Item Representation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.22797

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

- Humanity's Last Choice: A Common Evaluation Standard for Generative Engine Optimization
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.23541

- RIT-RAG: Navigating Document Corpora with Retrieval-Induced Trees
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.11370

- Advertising to Agents: Measuring Description-Framing Bias in LLM Tool Selection
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2605.23916

- NoveltyScope: A Multi-Agent Research Assistant for Evidence-Grounded Novelty Assessment of Scientific Papers
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.22703

- Self-Reflective Chain-of-Thought (SRCoT): Evidence-Based Text Generation via a Closed-Loop Retrieve--Reflect--Revise Pipeline on Edge LLMs
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.23311

- SAG2: Embedding-Free Multi-Hop Retrieval with BM25 and JEV
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.22588

- Exponentially Fewer-Server PIR from Sparser $S$-Decoding Polynomials
  Source: arxiv-cs-cc
  Topic: Algorithms (+Information Retrieval)
  URL: https://arxiv.org/abs/2607.22033

- Porimon: An LLM-Based Pok\'emon Battle Agent Enhanced by Long/Short-Term Knowledge Augmented Generation
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2609.32544