Decision-Oriented Recommendation Reranking: An Empirical Study of Jev
Jev matches strong recommendation rerankers with slower latency growth than pointwise Qwen models.
Stories per day · 30 days
6 stories, newest first · one card per story
Stories tagged #empirical-study
Towards Understanding LLM-Based Log Anomaly Detection: An Empirical Study of Performance, Efficiency, and Robustness
Study finds LLM adaptation strategy, not scale alone, drives log-anomaly detection gaps, cost, and noise robustness.
C-to-Rust Fallacy: Automatic Refactoring != Memory Security
Study finds most automatic C-to-Rust translations fail to compile or still carry memory bugs.
Mind the Gap: How SBOM Specification Ambiguities Lead to Divergent Software Bills of Materials. An Empirical Tool Study
Empirical study of three SBOM generators across 3,000+ JavaScript and Rust projects finds systematic divergences caused by specification ambiguities, risking CRA non-compliance.
Toward an Empirical Probabilistic Risk Manifestation Model of Organizational Cybersecurity in SMEs
Empirical study of 22 SME security assessments builds a probabilistic risk model and shows assessments can be cut 24-45% while retaining most critical findings.
What LLM Trading Agents Actually Do in Production: A Six-Month, Population-Scale Record from Two Fleets
Six-month record of 7.5M LLM trading agent invocations shows volatility-blind sizing, minimal upside capture, and no directional edge across two fleets.