The prpn
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The prpn
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Webbthe PRPN model makes it unwieldy in practice. Another possible solution is to develop models with varying time-scales of recurrence as a way of capturing this hierarchy. El Hihi & Bengio (1996); Schmidhuber (1991); Lin et al. (1998) de-scribe models that capture hierarchies at pre-determined time-scales. More recently, Koutnik et al. WebbTo evaluate the trained model on the test set, run. python eval.py --model_file compound-pcfg.pt --data_file data/ptb-test.txt --out_file pred-parse.txt --gold_out_file gold-parse.txt --gpu 0. where --out_file is where you want to output the predicted parses. This will calculate the F1 scores between the predicted trees and the gold trees in ...
Webb27 maj 2024 · We then add examples with parses predicted by our model to our unlabeled UP training data. Our self-trained model outperforms the PRPN by 8.1% F1 and the previous state of the art by 1.6% F1. In addition, we show that our architecture can also be helpful for semi-supervised parsing in ultra-low-resource settings. Webb25 jan. 2024 · It transforms the original ground truth (GT) of bounding boxes into the GT of a 0-1 progressive probability distribution. We also propose a novel progressive region prediction network (PRPN) with directional pooling for predicting the probability distributions of text regions. Then, a postprocessing algorithm is used to transform the ...
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