jruepp commited on
Commit
af1e643
·
verified ·
1 Parent(s): f0906e3

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +31 -0
README.md ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model:
4
+ - urchade/gliner_multi-v2.1
5
+ ---
6
+
7
+
8
+
9
+ # About
10
+
11
+ GLiNER is a Named Entity Recognition (NER) model capable of identifying any entity type using a bidirectional transformer encoder (BERT-like). It provides a practical alternative to traditional NER models, which are limited to predefined entities, and Large Language Models (LLMs) that, despite their flexibility, are costly and large for resource-constrained scenarios.
12
+
13
+
14
+ ## Links
15
+
16
+ * Paper: https://arxiv.org/abs/2311.08526
17
+ * Repository: https://github.com/urchade/GLiNER
18
+
19
+
20
+
21
+ ## Citation
22
+ ```bibtex
23
+ @misc{zaratiana2023gliner,
24
+ title={GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer},
25
+ author={Urchade Zaratiana and Nadi Tomeh and Pierre Holat and Thierry Charnois},
26
+ year={2023},
27
+ eprint={2311.08526},
28
+ archivePrefix={arXiv},
29
+ primaryClass={cs.CL}
30
+ }
31
+ ```