keras_qanet's People
keras_qanet's Issues
update README.md
fix coattention layer
update the method to compute vocabulary
implement metric
implement a EM (Exact Match) and F1 score
add EMA
add exponential moving average
update unit test for trainer.py
fix bug to compute answer token span
add method to build small dataset
implement Dataset generator
implement Dataset generator for train and dev
implement concatattention
update readme
load word embedding
update test for data.py
visualize attention scores
visualize attention scores for dev set for analysis
add test for models
implement new model
add readme
add option to select dataset
restart training
add test cases
add dropout and stochastic depth layer
dot to conv1
learning rate schduleing
add evaluator
add feedforward test for model
split a file
split a file to model.py and data.py and main.py
tokenize answer
check output of adversarial input
For example, original question: "who is U.S.A. president." convert to "where is U.S.A. president."
Output may not be changed.
accept dynamic shape for LightQANet
split train file to train file and dev file
add trainer
use early stopping
fix bug in evalute
update test using open
mock_open.return_value.__iter__.return_value = [[1,2,3],[1,2,3]]
visualize attention
fix bug in squad (em and f1 scores are too low)
enable to compute EM and F1 score
add test for layers
check co attention
update test for utils
auto paramter tuning
use DictReader instead of reader for csv file
support dynamic shape in model
support dynamic shape input like Input((None,))
for model
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