Model card
GLiNER-multitask.
Knowledgatoropen-sourceUnknown paramsDeBERTa-based generalist IE model
GLiNER multi-task for zero-shot and fine-tuned NER. June 2024.
§ 01 · Benchmarks
Every benchmark GLiNER-multitask has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | CoNLL-2003 | Natural Language Processing · Named Entity Recognition | f1 | 93.8% | #1 | 2024-06-26 | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area
Where GLiNER-multitask actually performs.
§ 03 · Papers
1 paper with results for GLiNER-multitask.
- 2024-06-26· Natural Language Processing· 1 result
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks
§ 05 · Sources & freshness
Where these numbers come from.
arxiv
1
result
1 of 1 rows marked verified.