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XiangLi1999 avatar XiangLi1999 commented on July 24, 2024

Hi,

Thanks for the question!

I think modality='e2e' is used for conditional generation task of table-to-text, and this is some additional experiments we include in the repo, but not in the Diffusion-LM paper. So if you are trying to replicate experiments in the paper, you probably dont need to run this line. Try modality='e2e-tgt' to replicate the language modeling training of Diffusioin-LM on e2e dataset.

To answer this question, this script is MBR decoding for conditional table-text generation. For a code of very similar purpose, please refer to https://github.com/XiangLi1999/Diffusion-LM/blob/main/improved-diffusion/anlg_infill/mbr_eval.py and

def apply_mbr_func(full_result_dict, outpath, sent_lst):
.

from diffusion-lm.

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