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uhh-lt
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path2vec
Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings
Apache License 2.0
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How to get the right embeddings for ambiguous words?
#28
mbarbouch
closed
4 years ago
5
Training the model on the entire WordNet
#27
mbarbouch
closed
4 years ago
19
Relation to Glove and word2vec
#26
alexanderpanchenko
closed
5 years ago
8
Redraw the plot
#25
alexanderpanchenko
closed
5 years ago
12
Obtain results for the SemEval 2013 (WSD)
#24
alexanderpanchenko
closed
6 years ago
10
Compare to the GCN embeddings
#23
alexanderpanchenko
closed
6 years ago
1
Recompute results for WSD for the best model
#22
alexanderpanchenko
closed
6 years ago
0
Make the batch generator thread-safe
#21
akutuzov
closed
5 years ago
4
specify the regularization coefficients from the command line
#20
alexanderpanchenko
closed
6 years ago
0
Perform meta-parameter search using PyTorch implementation
#19
alexanderpanchenko
closed
5 years ago
0
Results of regularized models on WordNet similarities
#18
akutuzov
closed
6 years ago
11
Different Deepwalk results on static synset selection
#17
alexanderpanchenko
closed
6 years ago
1
Rank the nearest neighbours for the regularization
#16
alexanderpanchenko
closed
6 years ago
1
Add results of node2vec 600 to the paper to figure Figure 3
#15
alexanderpanchenko
closed
6 years ago
20
Try the model without the similarities
#14
alexanderpanchenko
closed
6 years ago
6
Try different dimensions of the embeddings
#13
alexanderpanchenko
closed
6 years ago
0
Report the results for different values of beta/gamma
#12
alexanderpanchenko
closed
6 years ago
1
Remove from the training dataset nodes with no neighbours and train the model with the neighbour regularizer (k=1) again
#11
alexanderpanchenko
closed
6 years ago
0
Report results on all datasets with the regularization based on the adjacent nodes
#10
alexanderpanchenko
closed
6 years ago
1
Report results on all datasets with L2 and other types of regularization
#9
alexanderpanchenko
closed
6 years ago
5
Improvements in the embeddings script
#8
alexanderpanchenko
closed
6 years ago
2
Compare to holographic graph embeddings
#7
alexanderpanchenko
closed
6 years ago
34
Proof reading
#6
alexanderpanchenko
closed
6 years ago
2
node2vec baseline
#5
alexanderpanchenko
closed
6 years ago
38
graph construction code
#4
alexanderpanchenko
closed
6 years ago
4
baseline based on the deepwalk
#3
alexanderpanchenko
closed
6 years ago
37
Evaluation based on word sense disambiguation
#2
alexanderpanchenko
closed
6 years ago
48
construction of a random graph
#1
alexanderpanchenko
closed
6 years ago
0