Tech Meridian ← ENTITY INDEX
PROMY MERIDIAN RU

COMPANY · ENTITY #6870

GLiNER

Related event timeline, sources and context from the news index.

EVENT TIMELINE

2

MODELS · 1 SOURCE · TechCrunch AI

Musubi releases PolicyLM-1.7B decision model for real-time content moderation (open weights)

Musubi announced PolicyLM-1.7B, a lightweight 1.7B-parameter decision model released with open weights and designed to apply plain-English content policies to messages in under 50 milliseconds. The model outputs binary judgements (in-category / not-in-category) to enable fast, low-cost moderation-like labeling without retraining when policies change, positioned alongside recent decision models such as Typesafe AI’s Jev and offerings from OpenAI and Amazon.

6.0

RESEARCH · 1 SOURCE · arXiv cs.AI

IntLawNER: token-level NER dataset and benchmark for international law (arXiv)

The paper introduces IntLawNER, a token-level NER dataset and benchmark for codified international law, containing 2,987 gold-annotated sentences and 8,094 entity spans from ICJ decisions, UN Security Council resolutions, and ECtHR judgments annotated with seven institution-specific entity types. The authors describe a hybrid pipeline (candidate retrieval, LLM vetting, human review) that reduced 468k source sentences to the final set, analyse silver-to-gold annotation mismatches, and benchmark models—finding zero-shot span-based GLiNER performs poorly on institution-function labels (0.243 micro-F1) while few-shot prompting substantially improves LLMs, with Claude Opus 4.6 reaching 0.873 micro-F1."

6.0