Create README.md

README.md

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+---
+language: zh
+widget:
+- text: "水稻生長的適宜溫度是多少？"
+  example_title: "LABEL_1"
+- text: "心臟病的病因?"
+  example_title: "LABEL_0"
+
+---
+# Agriculture-Classification 
+
+This is a model used for classifying whether it is a agricultural question or not.
+
+## Usage
+
+### In Transformers
+```python
+from transformers import BertTokenizer, BertForSequenceClassification, pipeline
+model_name = "NchuNLP/Agriculture-Classification"
+tokenizer = BertTokenizer.from_pretrained(model_name)
+model = BertForSequenceClassification.from_pretrained(model_name, num_labels=2)
+
+# Get predictions 
+nlp = pipeline('text-classification', model=model, tokenizer=tokenizer)
+query = "水稻生長的適宜溫度是多少？"
+res = nlp(query)
+```
+
+## Authors
+**Peng-Yi Lin:** gigilinqoo@gmail.com
+
+**Yao-Chung Fan:** yfan@nchu.edu.tw
+
+## About us
+
+[中興大學自然語言處理實驗室](https://nlpnchu.org/)研究方向圍繞於深度學習技術在文字資料探勘 (Text Mining) 與自然語言處理 (Natural Language Processing) 方面之研究，目前實驗室成員的研究主題著重於機器閱讀理解 (Machine Reading Comprehension) 以及自然語言生成 (Natural Language Generation) 兩面向。
+
+## More Information
+
+<p>For more info about Nchu NLP Lab, visit our <strong><a href="https://demo.nlpnchu.org/">Lab Online Demo</a></strong> repo and <strong><a href="https://github.com/NCHU-NLP-Lab">GitHub</a></strong>.