Added entailment to scenarios readme.
@@ -10,6 +10,7 @@ The following is a summary of the scenarios covered in the best practice noteboo
|---| ------------------------ | ------------------- |
|[Text Classification](scenarios/text_classification) |Topic Classification|BERT|
|[Named Entity Recognition](scenarios/named_entity_recognition) |Wikipedia NER |BERT|
+|[Entailment](scenarios/entailment)|XNLI Natural Language Inference|BERT|
|[Question Answering](scenarios/question_answering) |SQuAD | BiDAF|
|[Sentence Similarity](scenarios/sentence_similarity) |STS Benchmark |Representation: TF-IDF, Word Embeddings, Doc Embeddings<br>Metrics: Cosine Similarity, Word Mover's Distance|
|[Embeddings](scenarios/embeddings)| Custom Embeddings Training|Word2Vec<br>fastText<br>GloVe|
