Update README.md
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README.md
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@@ -33,10 +33,12 @@ tokenizer = AutoTokenizer.from_pretrained(mpath)
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To use MIReAD for feature extraction and classification:
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```python
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# sample abstract text
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abstr = 'Learning semantically meaningful representations from scientific documents can ...'
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source_len = 512
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inputs = tokenizer(
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max_length = source_len,
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pad_to_max_length=True,
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truncation=True,
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To use MIReAD for feature extraction and classification:
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```python
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# sample abstract & title text
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title = 'MIReAD: simple method for learning scientific representations'
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abstr = 'Learning semantically meaningful representations from scientific documents can ...'
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text = title + tokenizer.sep_token + abstr
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source_len = 512
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inputs = tokenizer(text,
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max_length = source_len,
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pad_to_max_length=True,
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truncation=True,
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