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| import gradio as gr | |
| from rouge_score import rouge_scorer | |
| def calc_rouge_score(summary, reference): | |
| scorer = rouge_scorer.RougeScorer(['rouge1', 'rouge2', 'rougeL', 'rougeLsum'], use_stemmer=True) | |
| scores = scorer.score(summary, reference) | |
| text = f"" | |
| for s in scores: | |
| text += f"The {s}-score is {scores[s].fmeasure}\n" | |
| return text | |
| iface = gr.Interface( | |
| fn=calc_rouge_score, | |
| inputs=["text", "text"], | |
| outputs=["text"]) | |
| iface.launch() | |