scibert
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allenai
A BERT model for scientific text.
Hi, I'm trying to get the fine-tuning results as shown in Table 3 for the task of relation classification on SciERC dataset. I followed the instruction of readme and assigned...
I've noticed that full text of papers was used to train scibert. How could I obtain the full text of those papers? Does semanticscholar.org provide API to get full text?
Thank you for the wonderful work on the scibert package. We have trained a model for our system to generate PICO tags and it is working great. I have a...
Hi, how can the following error be fixed? 2019-12-17 13:40:09,762 - ERROR - allennlp.training.util - Key 'random_seed' found in training configuration but not in the serialization directory we're recovering from....
## Problem While doing some analysis on the pre-trained SciBert transformer networks, we found that there is an anomaly in the context embedding on index 422. Doing some more tests...
Hi, While finetuning scibert on JNLPBA and bc5cdr dataset, I observed very strange phenomenon. The validation loss is increasing whereas the validation F1 in either increasing or staying the same....
could you make the dataset(including training set, test set...) stored in other place?
I tried to get predictions in that way: `allennlp predict out-1/model.tar.gz text.txt --include-package scibert` but i get error saying `allennlp.common.checks.ConfigurationError: 'No default predictor for model type text_classifier.\nPlease specify a predictor...
For the fine-tuning operation of the NER task, which lines should I change for the ner.json file?
