Insuranceqa Corpus Zh

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pip install insuranceqa_data

Load data

>>> import insuranceqa_data as insuranceqa
>>> train_data = insuranceqa.load_pairs_train()

Demo & Baseline

Baseline model for insuranceqa-corpus-zh

mini-batch size = 100, hidden_layers = [100, 50], lr = 0.0001.

Epoch 25, total step 36400, accuracy 0.9031, cost 1.056221.

  • fssqawj, East China Normal University

Excellent work! - rgtjf, East China Normal University



pip install -r Requirements.txt


A very simple network as baseline model.

python3 deep_qa_1/
python3 visual/
python3 visual/

DeepQA-1 Baseline

1 : insuranceqa-corpus-zh

insuranceQA GPL 3.0

InsuranceQA Corpus, Hai Liang Wang,, 07 27, 2017

insuranceqa-corpus 1 2

2 : insuranceQA

Applying Deep Learning to Answer Selection: A Study and An Open TaskMinwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou @ 2015


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