The Multilingual Named Entity Recognition (NER) model which is capable of identifying any entity type.
Knowledgator Engineering
company
AI & ML interests
Text classification, relations extraction, NER, computational biology
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Knowledgator is an open-source ML research company focused on advancing the information extraction field.
Research: reinventing encoder architecture to benefit anyone who is looking for efficient open-source information extraction models.
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Collections
14
Collection of high-quality GLiNER models tuned for working with biomedical data
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GLiNER-biomed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition
Paper • 2504.00676 • Published • 4 -
Ihor/gliner-biomed-large-v1.0
Token Classification • Updated • 179 • 8 -
Ihor/gliner-biomed-base-v1.0
Token Classification • Updated • 66 • 3 -
Ihor/gliner-biomed-small-v1.0
Token Classification • Updated • 25 • 2
spaces
7
Running
12
GLiClass SandBox
🌖
Run a zero-shot text classification app
Running
GLiClassReranker
🚀
GLiClass for Reranking Sentence Pairs
Running
82
GLiNER HandyLab
⚡
Explore multiple text tasks with GLiNER HandyLab
Running
SemanticChemist
🏢
Sleeping
3
UTC HandyLab
📚
Runtime error
9
ChemicalConverters
⚡
Convert chemical names and structures
models
86
knowledgator/gliner-x-large-v0.5
Token Classification
•
Updated
•
4
•
3
knowledgator/gliner-x-small-v0.5
Token Classification
•
Updated
•
9
•
1
knowledgator/gliner-x-base-v0.5
Token Classification
•
Updated
•
5
•
2
knowledgator/gliclass-modern-base-v2.0-init
Zero-Shot Classification
•
Updated
•
2.4k
•
23
knowledgator/gliclass_msmarco_merged
Updated
•
69
knowledgator/gliclass-modern-large-v2.0
Updated
•
139
•
2
knowledgator/gliclass-modern-base-v2.0
Updated
•
331
knowledgator/comprehend_it-base
Zero-Shot Classification
•
Updated
•
8.38k
•
•
84
knowledgator/gliclass-modern-large-v2.0-init
Zero-Shot Classification
•
Updated
•
812
•
9
knowledgator/gliclass-bi-fused-small
Updated
•
3
datasets
12
knowledgator/gliner-multilingual-synthetic
Updated
•
3
knowledgator/events_classification_biotech
Updated
•
432
•
12
knowledgator/gliclass-v2.0-RAC
Viewer
•
Updated
•
612k
•
34
•
2
knowledgator/gliclass-v2.0
Viewer
•
Updated
•
1.2M
•
194
•
1
knowledgator/gliclass-v1.0
Preview
•
Updated
•
44
•
3
knowledgator/PubMedAbstractsNER
Updated
•
27
•
2
knowledgator/bio-NER-relations
Viewer
•
Updated
•
11.1k
•
19
•
3
knowledgator/PubmedQA
Viewer
•
Updated
•
1k
•
41
•
1
knowledgator/GLINER-multi-task-synthetic-data
Updated
•
44
•
10
knowledgator/Scientific-text-classification
Viewer
•
Updated
•
78.6k
•
129
•
8