Liang Shuailong

icon indicating a website link http://shuailong.me icon indicating an email [email protected]

icon company Singapore University of Technology and Design icon location Singapore icon location Senior data scientist in Grab Singapore, interested in Natural Language Processing, Deep Learning, and financial market.

Results 3 issues of Liang Shuailong

Mask needs to be used while computing ranking_metrics.

2 comment

https://github.com/tensorflow/ranking/blob/94cccec8b4e71d2cc4489c61e2623522738c2924/tensorflow_ranking/python/keras/metrics.py#L186 Seems that currently the ranking metrics does not support the mask argument. Passing the `mask` argument as `sample_weight` argument does not work, because when calculating ranks, the 0 padded...

SSE Model pertained word vectors loading

3 comment

Hi Wuwei, Thanks for sharing the code and learned from your code! I have a small question below: I found that for other models you use `from torchtext.vocab import load_word_vectors`...

Penalty Term Frobenius Norm Squared

6 comment

``` def Frobenius(mat): size = mat.size() if len(size) == 3: # batched matrix ret = (torch.sum(torch.sum((mat ** 2), 1), 2).squeeze() + 1e-10) ** 0.5 return torch.sum(ret) / size[0] else: raise...