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Running
| import gradio as gr | |
| def ner(text): | |
| api = gr.Interface.load("ugaray96/biobert_ncbi_disease_ner", src='models') | |
| spans = api(text) | |
| replaced_spans = [(key, None) if value=='No Disease' else (key, value) for (key, value) in spans] | |
| return replaced_spans | |
| interface = gr.Interface(ner, inputs=gr.Textbox(label="Input", value="Autophagy maintains tumour growth through circulating arginine. Acute, \ | |
| whole-body deletion of the essential autophagy gene Atg7 in adult mice causes a systemic metabolic defect that manifests as starvation \ | |
| intolerance and gradual loss of white adipose tissue, liver glycogen and muscle mass. Cancer cells also benefit from autophagy."), outputs="highlightedtext") | |
| interface.launch() |