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Paper clarification for training CMLM
In the paper you say:
For training the CMLM, we use both XSUM and the CNN/Dailymail dataset.
Do you train the CMLM separately for each dataset depending on the downstream task, or do you train one CMLM using both datasets?
Summarization Model Checkpoint
Was the conditional masked language model checkpoint in the description used to generate the summaries included in data/test.json
/ data/train.json
? If not, would it be possible to have the checkpoint that you used for generating summaries?
Instruction on reproduction
Hi, will you provide the instruction for experiment reproduction and code structure explanation? Thanks.
assertion error for entity positions in evaluation.py
Hi, I found the follwing data samples in xsum test set will meet assert position[1] in end_pos, "- {}\n- {}\n- {}\n- {}\n- {}\n".format(position, tokens, probs, entity, end_pos)
error
(
Line 38 in 5b2e355
[240, 349, 398, 646, 679, 957, 1003, 1293, 1501, 1516, 2006, 2069, 2123, 2811, 3160, 3354, 3679, 4015, 4102, 4833, 5392, 5852, 6214, 6564, 6915, 6930, 7379, 7481, 8043, 8159, 8718, 9473, 9648, 9763, 10456, 10717]
Summaries generated by RL-model
Hi again! Would you be able to share the summaries that were generated by the best model reported in your paper? We are reproducing and comparing our own approaches with your results, so it would be great to have the summaries to verify that we're on track :)
Thanks,
Anton
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