TILens Daily Edition
2026-10-22
Filters: topic=information-retrieval, github=hidden

Stats: 43 articles, 6 sources, 40 research papers
Top topics: Information Retrieval, AI Research, AI

## News

- Gaurish Technologies | AI Solutions, Web Development, SEO & Digital Marketing
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/gaurish_tech/gaurish-technologies-ai-solutions-web-development-seo-digital-marketing-5a1j

- How I Built a JavaScript Tool to Demystify Etsy Seller Profit Margins
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/sellermind/how-i-built-a-javascript-tool-to-demystify-etsy-seller-profit-margins-10ko

- How to improve technical SEO on a Django website
  Source: python-weekly
  Topic: Python (+Django, Information Retrieval)
  URL: https://codewithstein.com/improve-technical-seo-django/

## Research

- Stack Trace-Based Crash Deduplication with Transformer Adaptation
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2508.19449

- Token-Budgeted Escalation for Financial Document Question Answering: Cost Is Predictable, Benefit Is the Bottleneck
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.07760

- Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.30128

- SIREN (Luring LLMs onto the Rocks): PAIR-Driven Preference Manipulation in Web-RAG Recommenders
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2607.21951

- Beyond the Vote: When Do LLMs Add Value to Retrieval-Based Tabular Classification?
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29520

- FutureLens: Longitudinal Topic Patterns in Scholarly Text and Future-Work References
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28656

- Real PMIDs, Wrong Papers: Harness Design for Biomedical Claim-Verification Agents
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research, JavaScript, React)
  URL: https://arxiv.org/abs/2610.29812

- Controllable Generative Recommendation via Guided Token Refinement
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28642

- PRISM: Prompt-Refined In-Context System Modelling for Financial Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2511.14130

- DualView: Adaptive Local-Global Fusion for Multi-Hop Document Reranking
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2605.18767

- Progressive Learning from Content to Relevance to Personalization for CTR Prediction
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29138

- RESEARCHHUB: A Personalized Literature Discovery System for Biomedical Preprints
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28636

- Transaction Foundation Models for Retrieval-Augmented Generation over Financial Transaction Data: A Comparative Evaluation with Text Embeddings
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28641

- Generative Recommenders Forget the Long Tail: Restoring Memorization in Retrieval and Ranking
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29298

- Scriptorium: System Design and Implementation of a Multi-Human, Multi-AI Collaborative Digital Library Search Platform
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28929

- TAGR: Task-Adaptive Geo-Semantic Retrieval across Heterogeneous Urban Delivery Tasks
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28638

- Constrained Tagging for Span Labeling
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28922

- Directional Posterior Feedback Fusion for Query Reformulation in Dense Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29464

- SOAR: Social and Opinion-Aware Recommendations
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29556

- Our Own Jev: Typed Decisions in One Forward Pass, from an In-House Judge to Open LoRA Models
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29052

- The Answer Lies Within: Self-Derived Rewards Enable Explainable Relation Extraction
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2510.06198

- Hierarchical Exponential-Gaussian Mixtures for Watch-Time Distribution Prediction
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2608.23356

- Learning Marginal Viewpoint Utility for Budgeted Evidence Selection in RAG
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29234

- What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.30026

- Preference Is Not Permission: Personalizing the Auto-Purchase Line in Agentic Commerce
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29216

- ERCLIP: Small-Data Adaptation of CLIP for Free-Length Image-Text Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29939

- Controlling Output Rankings in LLM-Based Search via Generative Engine Optimization
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2602.03608

- Extending FAIR Principles with Observability for Trustworthy Federated Learning
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29252

- WeGR: Towards Unified Generative Retrieval via Behavior-aware Tokenization and Preference Alignment
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.16979

- pplx-embed-v2-late Technical Report
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29523

- Reasoning-Search-Augmented LLMs: An Operational Taxonomy, Benchmark Analysis and Controlled Evidence Synthesis
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29189

- Building Knowledge Graphs for Theses: A Survey
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28648

- DuoLM: Fast and Effective Personalized Recommendation with Language Models
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.24481

- X-Embedding: Two-Stage Training for Multilingual Patent Prior-Art Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.29521

- Can AI Chat Replace Traditional Search? Evidence from a RAG-based Live Events Experiment
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.28639

- AfrIFact: Cultural Information Retrieval, Evidence Extraction and Fact Checking for African Languages
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2604.00706

- MemoryTax: The Bitter Lesson of Agent Memory
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.29823

- Hallucinations of Large Language Models in Cross-Language Code Translation: Phenomena and Mitigation
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.27868

- LightCRS: Lightweight Multi-Domain Conversational Recommendation System
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.26948

- Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.27598