QANet

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how to adapt it for squad2.0 dataset?

1

Jasperty

Trying to fine tune with different data, But getting dimensionality mismatched for tensor

7

I am getting the following error while trying to fine tune ``` InvalidArgumentError (see above for traceback): Assign requires shapes of both tensors to match. lhs shape= [326,64] rhs shape=...

brojokm

mask_logits in layer.py

1

I think the line "return inputs + mask_value * (1 - mask)" should be "return inputs*mask + mask_value * (1 - mask)"

zhaoluffy

layer normalization in layer?

3

https://github.com/NLPLearn/QANet/blob/8107d223897775d0c3838cb97f93b089908781d4/layers.py#L52 execuse me, in the paper "Layer Normalization,Lei Jimmy Ba, Ryan Kiros, and Geoffrey E. Hinton", it said that the mean and variance is computed over all the hidden units...

PanXiebit

A tool to generate training data

4

[Snorkel](https://github.com/HazyResearch/snorkel) can generate training data, maybe it is useful to data augmentation. It is using dynamic programming instead of translation twice.

pencoa

Inference on my machine differs from other machines I tested

3

Hi, I trained the model on AWS (GPU instance) for 60K steps and got the model. I then tested it on several GPU/CPU instance and results are consistent. When I...

webstruck

The embedding projection

1

Hi, I have noticed that you have put the input projection before Highway Network. However, in the paper, it is mentioned that the input of Embedding Encoding Layer is a...

PANXiao1994

Report the results

27

Model | Training Steps | Size | Attention Heads | Data Size (aug) | EM | F1 -- | -- | -- | -- | -- | -- | --...

jasonwbw

Try to test ELMO language model

2

Hi all, As both results from Google Brain team and AllenNPL, using ELMO can give a big boost in result. I noticed that AllenNLP provides some pretrained model of ELMO....

tuan3w

Hello, I have one doubt over your code: in your code, all OOV words are represented by id 1, which means, all OOV words are considered the same word, and...

PANXiao1994