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mtl-bioinformatics-2016's Issues

Report for incorrect sentence split (JNLPBA-IOBES)

Hi,
Thanks for providing these useful resources!
While we were using the resources, we got to know that sentences in JNLPBA-IOBES dataset might be incorrectly split.

MTL-Bioinformatics-2016/data/JNLPBA-IOBES/test.tsv starts with

Number	O

of	O
glucocorticoid	B-protein
receptors	E-protein
in	O
lymphocytes	S-cell_type
and	O
their	O
sensitivity	O
to	O
hormone	O
action	O
.	O
The	O

study	O
demonstrated	O

while MTL-Bioinformatics-2016/data/JNLPBA/test.tsv starts with

-DOCSTART-	O

Number	O
of	O
glucocorticoid	B-protein
receptors	I-protein
in	O
lymphocytes	B-cell_type
and	O
their	O
sensitivity	O
to	O
hormone	O
action	O
.	O

The	O
study	O

We used our own post-preprocessing script to fix this and used the fixed dataset in our experiments.

Once again, thank you so much for sharing these useful resources!

AttributeError: 'Predictor' object has no attribute 'model'

Running the baseline.py I get the error in the title. More precisely the log is the following

models/baseline:using ConllEvaluator for NCBI-disease-IOB-train
models/baseline:using ConllEvaluator for NCBI-disease-IOB-test
Epoch 1/20
135701/135701 [==============================] - 8s - loss: 0.1265 - acc: 0.9620       
models/baseline:Ep: 1 8s (start 2018-01-26 13:31:20, end 2018-01-26 13:31:29)
Traceback (most recent call last):
 File "models/baseline.py", line 71, in <module>
   verbose=config.verbosity
 File "/home/aris/py_envs/py2/local/lib/python2.7/site-packages/keras/engine/training.py", line 1196, in fit
   initial_epoch=initial_epoch)
 File "/home/aris/py_envs/py2/local/lib/python2.7/site-packages/keras/engine/training.py", line 867, in _fit_loop
   callbacks.on_epoch_begin(epoch)
 File "/home/aris/py_envs/py2/local/lib/python2.7/site-packages/keras/callbacks.py", line 62, in on_epoch_begin
   callback.on_epoch_begin(epoch, logs)
 File "/home/aris/biotools/MTL-Bioinformatics-2016/models/ltlib/callbacks.py", line 54, in on_epoch_begin
   callback.on_epoch_begin(*args, **kwargs)
 File "/home/aris/biotools/MTL-Bioinformatics-2016/models/ltlib/callbacks.py", line 31, in on_epoch_begin
   self.after_epoch_end(self.epoch)
 File "/home/aris/biotools/MTL-Bioinformatics-2016/models/ltlib/callbacks.py", line 137, in after_epoch_end
   predictions = self.model.predict(self.dataitems.inputs)
AttributeError: 'Predictor' object has no attribute 'model'

Indeed in line 137 of the callbacks.py there is an attempt to use self.model but call Predictor is never assigned a model in the token_evaluator function, line 200.

standoff2conll

Hi,

Where is this standoff2conll script and how can we use it?

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