GLiNER

A comparison of two personal-data detection models by an unnamed company reversed when the evaluation dataset changed, showing that benchmark choice can flip conclusions. On the company's own 1,800-ex…

A developer benchmarked five open-source PII detection tools across four datasets in English and Dutch, finding that comparing tools is difficult due to differing label schemes and entity coverage. Th…