deeptype

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How can I find associated types of an entity ?

1

I want to extract the optimal entity from a list of candidates using Equation 6 from the paper:  But I don't how to find associated types of each candidate...

mailong25

alpha in equation and how to select parameters in training type classifier

1

Hi Jonathan, I have trained a model with generated sample by: python3 extraction/produce_windowed_h5_tsv.py /data/datasets/wikipedia/en_train.tsv /data/datasets/wikipedia/en_train.h5 /data/datasets/wikipedia/en_dev.h5 --window_size 10 --validation_start 1000000 --total_size 200500000 and python3 learning/train_type.py my_config.json --cudnn --fused --hidden_sizes 200...

yifding

Issue replicating accuracy of 0.98

2

Hi, Per https://arxiv.org/pdf/1802.01021.pdf Table 1, the tested accuracy is 0.98. The model generated using the provided systems: typeclassifier has a F1 score of .88 cmd: python3 learning/train_type.py my_config_v2.json --cudnn --fused...

lbozarth

KeyError in fast_link_fixer.py

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When running 'full_process.sh' I seem to get a key error, the exact error message is: 'Traceback (most recent call last): File "extraction/fast_link_fixer.py", line 594, in main() File "extraction/fast_link_fixer.py", line 456,...

EzBenson

TypeError: 'NoneType' object is not iterable when running full_preprocess.sh

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Hello I am currently running the command below with traceback shown. Do I need to start over and delete enwiki-latest-pages-articles.xml? I've had to start and stop this script once because...

bhedayat

is there a ready-to-go model?

8

Hi, is there anything that I can run without training such a big model?

leolle

Is there a pre-trained, plug-n-play model that we can play with?

5

I'd like to experiment with this but I don't want to train a model, I want to use an existing model (the best one available if possible) Is there some...

youssefavx

where do you get candidate entities for a mention from?

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I'm curious how you compute the candidate entities for some mention. In the paper it says you use a lookup table, but does not say how that lookup table is...

teffland

FileNotFoundError: [Errno 2] No such file or directory: 'data/wikidata/wikidata_wikititle2wikidata.tsv'

1

Hi, I get this issue when running: python3 extraction/project_graph.py ${DATA_DIR}wikidata/ extraction/classifiers/type_classifier.py Full error: Traceback (most recent call last): File "extraction/project_graph.py", line 183, in main() File "extraction/project_graph.py", line 93, in main...

parisak916

Replicating model training and evaluation

1

Hi, I'm having some problems replicating the metrics, to summarize the whole issue **Training** When i trained the system using the 108 type axes in type_classifier.py, the training saturates at...

karimvision