Jimmy Lin

e2e demo

5

I'd like to see a complete e2e demo where I can type in a textual question 'when was albert einstein born' and get back the answer 'March 14, 1879', showing...

Upgrade to PyTorch 0.4

1

We need to upgrade code base to PyTorch 0.4

Move datasets to new BuboQA-data

2

@Impavidity I've given you access to https://git.uwaterloo.ca/jimmylin/BuboQA-data Currently, we're downloading datasets from web sources... Let's move to a fixed repo? I noticed that the setup script performs some post processing...

Hyper-parameter tuning for VDPWI

5

According to @daemon - the VDPWI works https://github.com/castorini/Castor/tree/master/vdpwi But the effectiveness is still below STOA because the hyper-parameters haven't been tuned yet.

SM CNN needs to be refactored to match the API of MP CNN.

conv_rnn refactoring

2

Ref #99 `conv_rnn` and `kim_cnn` are both sentence classification models - they should share the same API, and in general be structured the same way. @Impavidity @daemon please coordinate on...

High-level documentation for using MP-CNN and VDPWI (forward inference)

2

@tuzhucheng Can you check in a MP-CNN model in `Caster-models/` and write up instructions on how to actually use it? I should be able to open a Python shell, copy-and-paste...

Given our code clean-up, it should be fairly straightforward to build a demo iPython notebook for MP-CNN to walkthrough its features? We can also try https://github.com/szagoruyko/pytorchviz to visualize e.g., https://github.com/szagoruyko/pytorchviz/blob/master/examples.ipynb

Write documentation about dragon

1

@tuzhucheng Write up documentation about using group-shared configs on dragon. Should probably go in `docs/`. Also write up docs on how you set up the shared env, for when we...

Kim CNN: replicate results on other datasets

3

Replicate results on all the datasets used in the initial Kim paper, along with any other common ones...