Re-analysis of published long non-coding RNA (lncRNA) screens has revealed unexpectedly high false-positive rates in some reports, indicating that high-throughput genetic perturbations are more prone to methodological artifacts when applied to lncRNAs than to protein-coding genes. We highlight common technical and analytical sources of false positives in lncRNA screens and outline strategies to detect, monitor and mitigate these issues.