Researchers introduced IntLawNER, a named entity recognition dataset and benchmark for international law covering 2,987 gold-annotated sentences and 8,094 entity spans drawn from International Court o…
A developer fine-tuned a 310M-parameter Japanese encoder (sbintuitions/modernbert-ja-310m) on 250 labeled rows per task and found it beat TypeSafe's Jev decision API by 12.0 points on 9-class livedoor…
Knowledgator Engineering released GLiFormer, a schema-conditioned encoder framework for information extraction, with two Apache 2.0 checkpoints on Hugging Face: GLiFormer Base v1 at 264.2M parameters …
Knowledgator released GLiClass, an open-source zero-shot sequence classification model inspired by the GLiNER framework that performs classification in a single forward pass and runs approximately 10 …
A new open-source tool called Redact, available on GitHub, strips sensitive data such as names, emails, phone numbers, SSNs, card numbers, addresses, API keys, and database passwords from text before …
A developer built a cover-only book recommender that fuses CLIP vector embeddings with GLiNER-extracted entities via Reciprocal Rank Fusion, queried against the Hardcover API, and uses a two-tower neu…
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…