Merge pull request #503 from QData/multilingual-doc

adding in documentation on multilingual supports

README.md

@@ -547,6 +547,11 @@ A `SearchMethod` takes as input an initial `GoalFunctionResult` and returns a fi
 
 ## Multi-lingual Support
 
+
+- see example code: [https://github.com/QData/TextAttack/blob/master/examples/attack/attack_camembert.py](https://github.com/QData/TextAttack/blob/master/examples/attack/attack_camembert.py) for using our framework to attack French-BERT. 
+
+- see tutorial notebook: [https://textattack.readthedocs.io/en/latest/2notebook/Example_4_CamemBERT.html](https://textattack.readthedocs.io/en/latest/2notebook/Example_4_CamemBERT.html) for using our framework to attack French-BERT. 
+
 - See [README_ZH.md](https://github.com/QData/TextAttack/blob/master/README_ZH.md) for our README in Chinese 
 
 

docs/1start/api-design-tips.md

@@ -7,6 +7,24 @@ Lessons learned in designing TextAttack
 
 TextAttack is an open-source Python toolkit for adversarial attacks, adversarial training, and data augmentation in NLP. TextAttack unites 15+ papers from the NLP adversarial attack literature into a single shared framework, with many components reused across attacks. This framework allows both researchers and developers to test and study the weaknesses of their NLP models. 
 
+
+## Presentations on TextAttack 
+
+### 2020: Jack Morris' summary tutorial talk on TextAttack 
+
+- On Jul 31, 2020, Jack Morries gave an invited talk at Weights & Biases research salon on " TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP"
+
+- [Youtube Talk link](https://www.youtube.com/watch?v=22Q3f7Fb110)
+
+
+### 2021: Dr. Qi's summary tutorial talk on TextAttack 
+
+- On April 14 2021, Prof. Qi gave an invited talk at the UVA Human and Machine Intelligence Seminar on "Generalizing Adversarial Examples to Natural Language Processing"
+
+- [TalkSlide](https://qdata.github.io/qdata-page/pic/20210414-HMI-textAttack.pdf)
+
+
+
 ## Challenges in Design
 
 

docs/1start/multilingual-visualization.md

@@ -0,0 +1,16 @@
+TextAttack Extended Functions (Multilingual)
+============================================
+
+
+
+## Multilingual Supports
+
+- see example code: [https://github.com/QData/TextAttack/blob/master/examples/attack/attack_camembert.py](https://github.com/QData/TextAttack/blob/master/examples/attack/attack_camembert.py) for using our framework to attack French-BERT. 
+
+- see tutorial notebook: [https://textattack.readthedocs.io/en/latest/2notebook/Example_4_CamemBERT.html](https://textattack.readthedocs.io/en/latest/2notebook/Example_4_CamemBERT.html) for using our framework to attack French-BERT. 
+
+
+
+## We have built a new WebDemo For Visulizing TextAttack generated Examples; 
+
+- [TextAttack-WebDemo Github](https://github.com/QData/TextAttack-WebDemo)

docs/index.rst

@@ -31,7 +31,7 @@ TextAttack Documentation
    1start/benchmark-search.md
    1start/quality-SOTA-recipes.md
    1start/api-design-tips.md
-   1start/talks-visualization.md
+   1start/multilingual-visualization.md
    1start/support.md
    1start/FAQ.md