Update README.md

README.md

@@ -1,13 +1,9 @@
 ---
-language: en
-thumbnail: https://github.com/jackaduma
-tags:
-- exbert
-- security
-- cybersecurity
-- cyber security
-- threat hunting
-- threat intelligence
+language:
+- fr
+- en
+- es
+- it
 license: apache-2.0
 datasets:
 - APTnotes
@@ -16,36 +12,20 @@ datasets:
 ---
 
 
-# SecBERT
+# AIForceTWO
 
-This is the pretrained model presented in [SecBERT: A Pretrained Language Model for Cyber Security Text](https://github.com/jackaduma/SecBERT/), which is a BERT model trained on cyber security text.
+Ce modèle est basé sur SecBERT 
+https://huggingface.co/jackaduma/SecBERT
 
-The training corpus was papers taken from 
+C'est un modèle pré entrainé pour la Cyber Sécurité
+
+Le corpus d'entraiement ont été tirés de
  * [APTnotes](https://github.com/kbandla/APTnotes)
  * [Stucco-Data: Cyber security data sources](https://stucco.github.io/data/)
  * [CASIE: Extracting Cybersecurity Event Information from Text](https://ebiquity.umbc.edu/_file_directory_/papers/943.pdf)
  * [SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using Natural Language Processing (SecureNLP)](https://competitions.codalab.org/competitions/17262). 
 
-SecBERT has its own wordpiece vocabulary (secvocab) that's built to best match the training corpus. 
-
-We trained [SecBERT](https://huggingface.co/jackaduma/SecBERT) and [SecRoBERTa](https://huggingface.co/jackaduma/SecRoBERTa) versions. 
-
-Available models include:
-* [`SecBERT`](https://huggingface.co/jackaduma/SecBERT)
-* [`SecRoBERTa`](https://huggingface.co/jackaduma/SecRoBERTa)
-
----
-## **Fill Mask**
-
-We proposed to build language model which work on cyber security text, as result, it can improve downstream tasks (NER, Text Classification, Semantic Understand, Q&A) in Cyber Security Domain.
-
-First, as below shows Fill-Mask pipeline in [Google Bert](), [AllenAI SciBert](https://github.com/allenai/scibert) and our [SecBERT](https://github.com/jackaduma/SecBERT) .
-
-
-<!-- <img src="./fill-mask-result.png" width="150%" height="150%"> -->
-
-![fill-mask-result](https://github.com/jackaduma/SecBERT/blob/main/fill-mask-result.png?raw=true)
 
 ---
 
-The original repo can be found [here](https://github.com/jackaduma/SecBERT).
+The original repo can be found [here](https://github.com/jackaduma/SecBERT).