yinghao-li / chmm-alt Goto Github PK
View Code? Open in Web Editor NEWCode for "BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition"
Home Page: https://arxiv.org/abs/2105.12848
License: Apache License 2.0
chmm-alt's Issues
Error in data loading
Hi there,
if I try to execude your code (e.g. with the data from Laptop Review) I get the following error:
span_dict[(span[0], span[1])] = span[2]
IndexError: string index out of range
There seems to be some logic broken in this lines from dataset.py
# get true labels
lbs = span_to_label(span_list_to_dict(data['label']), sent_tks)
lbs_list.append(lbs)
# get lf annotations (weak labels) in one-hot format tensor
w_lbs = [span_to_label(span_list_to_dict(data['weak_labels'][lf_idx]), sent_tks) for lf_idx in lf_rec_ids]
It tries to parses spans here, but in fact, there are no spans, but single labels.
Maybe I am also mistaken - could you elaborate on this and provide some help?
Thank you
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