andrewzamai commited on
Commit
5b28de0
1 Parent(s): 0cb1120

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +4 -0
README.md CHANGED
@@ -2,5 +2,9 @@
2
  license: llama2
3
  ---
4
 
 
 
 
 
5
 
6
  <img src="https://huggingface.co/expertai/SLIMER/resolve/main/OOD_evals.png">
 
2
  license: llama2
3
  ---
4
 
5
+ SLIMER is an instruction-tuned LLM (LLaMA-2-7B based) for NER.
6
+ Instructed on a reduced number of samples, it is designed to tackle never-seen-before named entity tags by leveraging a prompt enriched with a definition and guidelines for the NE to be extracted.
7
+
8
+ Furthermore, SLIMER performs comparably to state-of-the-art approaches in out-of-domain zero-shot NER, while being trained on a reduced tag set.
9
 
10
  <img src="https://huggingface.co/expertai/SLIMER/resolve/main/OOD_evals.png">