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app.py
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@@ -2,6 +2,10 @@ import gradio as gr
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from transformers import AutoModel, AutoTokenizer
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from sklearn.neighbors import NearestNeighbors
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available_models = ['2019',
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'2020']
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@@ -64,5 +68,7 @@ def topk(word,model):
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interface = gr.Interface(fn=topk,
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inputs=[gr.Textbox(label="Word"), gr.Dropdown(available_models)],
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outputs=gr.outputs.Textbox()
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interface.launch()
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from transformers import AutoModel, AutoTokenizer
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from sklearn.neighbors import NearestNeighbors
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title = "Temporal evolution of word association (Overselling :P)"
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description = "Based on TimeLMs which is a RoBERTa model finetuned on tweets at periodic interval"
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article = "This outputs the top 500 similar tokens to the input word, as a list. Stay tuned for more info"
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available_models = ['2019',
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'2020']
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interface = gr.Interface(fn=topk,
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inputs=[gr.Textbox(label="Word"), gr.Dropdown(available_models)],
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outputs=gr.outputs.Textbox()
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title = title,
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description = description,
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article = article)
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interface.launch()
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