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README.md
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license: apache-2.0
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---
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---
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license: apache-2.0
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---
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Model card for the Question Generation component of the Discord Questions paper (EMNLP 2022 - Findings).
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The model is a finetuned BART-large, and can be used with the following command:
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```py
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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dqg_tokenizer = AutoTokenizer.from_pretrained("/export/share/plaban/models/qgen/discord_qg")
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discord_qg = AutoModelForSeq2SeqLM.from_pretrained("/export/share/plaban/models/qgen/discord_qg")
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paragraph = "The International Monetary Fund warned on Tuesday that colliding pressures from inflation, war-driven energy and food crises and sharply higher interest rates were pushing the world to the brink of recession and threatening financial market stability."
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encoder_ids = dqg_tokenizer.batch_encode_plus([paragraph], add_special_tokens=True, return_tensors="pt")
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model_output = discord_qg.generate(**encoder_ids)
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generated_texts = dqg_tokenizer.batch_decode(model_output, skip_special_tokens=True)
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print(generated_texts) # ['When was the last time the IMF warned of a global recession?']
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```
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