Update README.md

README.md

@@ -4,14 +4,14 @@ tags:
 - roberta
 license: mit
 datasets:
-- indonlu
+- indonli
 widget:
 - text: "Amir Sjarifoeddin Harahap lahir di Kota Medan, Sumatera Utara, 27 April 1907. Ia meninggal di Surakarta, Jawa Tengah, pada 19 Desember 1948 dalam usia 41 tahun. </s></s> Amir Sjarifoeddin Harahap masih hidup."
 ---
 
-## indo-roberta-indonli
+## Indo-roberta-indonli
 
-indo-roberta-indonli is natural language inference classifier based on [Indo-roberta](https://huggingface.co/flax-community/indonesian-roberta-base) model. It was trained on the trained on [IndoNLI](https://github.com/ir-nlp-csui/indonli/tree/main/data/indonli) dataset. The model used was [Indo-roberta](https://huggingface.co/flax-community/indonesian-roberta-base) and was transfer-learned to a natural inference classifier model. The model is tested using the validation, test layer and test expert dataset given in the Github repository. The results are shown below.
+Indo-roberta-indonli is natural language inference classifier based on [Indo-roberta](https://huggingface.co/flax-community/indonesian-roberta-base) model. It was trained on the trained on [IndoNLI](https://github.com/ir-nlp-csui/indonli/tree/main/data/indonli) dataset. The model used was [Indo-roberta](https://huggingface.co/flax-community/indonesian-roberta-base) and was transfer-learned to a natural inference classifier model. The model are tested using the validation, test_layer and test_expert dataset given in the github repository. The results are shown below.
 
 ### Result
 | Dataset     | Accuracy | F1      | Precision | Recall  |
@@ -37,7 +37,7 @@ The model was trained on with 5 epochs, batch size 16, learning rate 2e-5 and we
 from transformers import pipeline
 pretrained_name = "StevenLimcorn/indonesian-roberta-indonli"
 nlp = pipeline(
-    "text-classification",
+    "zero-shot-classification",
     model=pretrained_name,
     tokenizer=pretrained_name
 )