TILens Daily Edition
2026-10-16
Filters: topic=information-retrieval, github=hidden

Stats: 32 articles, 5 sources, 28 research papers
Top topics: Information Retrieval, AI, AI Research

## News

- The Search Engine With Zero Server Calls
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/bryanhamiltondev/the-search-engine-with-zero-server-calls-34oa

- How I Built an Etsy Fee Calculator to Stop Guessing My Margins
  Source: devto-javascript
  Topic: JavaScript (+Information Retrieval)
  URL: https://dev.to/sellermind/how-i-built-an-etsy-fee-calculator-to-stop-guessing-my-margins-48ga

## Research

- A Quantum Machine Learning Approach to Content-Based Media Recommendation
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.21562

- GraphCompliance: Structure-Aware Regulatory Compliance through Policy-Context Graph Alignment
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2510.26309

- GACC-Bench: Benchmarking Goal-Adaptive Context Compression Ability across Large Language Models
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21893

- CARA: Causally Guided Retrieval Agent for Question Answering
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.22017

- What Tracks Hard-Negative Transfer? A Study of Lexical and Semantic Signals
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2603.20990

- Self-improving data synthesis enables scalable adaptation of embedding models
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.14730

- Knowledge Graphs as Files: An Agent Harness Where Tool Creation and Tool Use Co-Evolve
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.18616

- Making every stage of medical device document assessment with large language models deterministic
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21300

- Aligning LLMs with Sparse Retrieval via Adaptive Sparse Supervision
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21877

- The MPB Corpus: A Dataset of Melody, Rhythm, Harmony, and Melody-Harmony Relationships in Brazilian Popular Music
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2608.13842

- How Do LLM-Generated Texts Impact Term-Based Retrieval Models?
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2508.17715

- SSR: Structural Signal Retriever for Scalable Agent Discovery in LLM-Orchestrated Multi-Agent Systems
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21113

- RecSoup: Efficient Model Merging Approach for Controllable Multi-Objective Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21220

- Idea2Prior: Auditable Paper Retrieval and Ranking from Research Ideas
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20857

- TransX Technical Report: Scaling Sequence Transduction for Recommendation
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20913

- Enhancing Knowledge Density via Hierarchical Context Pruning for Retrieval-Augmented Repository-Level Code Completion
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2508.10068

- MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2607.01071

- GRASP: Plan-Guided Graph Retrieval with Adaptive Fusion and Reranking on Semi-Structured Knowledge Bases
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2605.30237

- Retrieved but Not Read: Understanding Why Search-Augmented LLMs Fail to Use Available Evidence
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21731

- ReviewPilot: A Multi-Agent System for Screening and Data Extraction in Systematic Reviews
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21042

- TRACER: Trajectory-Aware Tool Retrieval for LLM Agents
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21267

- Information-Gain Calibrated On-Policy Distillation for Deep Search Agents
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.20664

- Learning When to Think: Utility-Guided Adaptive Reasoning for Efficient Text Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21030

- VoteGEO-Bench: Measuring the Impact of Generative Engine Optimization on Electoral Visibility
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.21330

- Multi-Agent Transactive Memory
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2606.19911

- When Inputs Receive No Score: Evaluating Open-Web Event Admission on the Complete Stream
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2610.17814

- KoViDoRe: A Benchmark for Korean Visual Document Retrieval
  Source: arxiv-cs-ir
  Topic: Information Retrieval (+AI, AI Research)
  URL: https://arxiv.org/abs/2608.20840

- Compression Does Not End at Selection: Post-Selection Positional Geometry for Sparse KV Caches
  Source: arxiv-cs-cl
  Topic: AI Research (+AI, Information Retrieval)
  URL: https://arxiv.org/abs/2610.21126

## Community

- The Changing Craft of Programming with John Crepezzi
  Source: ocaml-planet
  Topic: OCaml (+Information Retrieval)
  URL: https://signals-threads.simplecast.com/episodes/the-changing-craft-of-programming-with-john-crepezzi-syZzEYQg

- How AI is Changing Programming
  Source: ocaml-planet
  Topic: OCaml (+AI, Information Retrieval)
  URL: https://www.youtube.com/watch/b9Ssp1B_Pf4?version=3