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Question answering system that manages to provide proper answers to common sense questions.

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gmanolia/csqa

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the dir of conceptnet is about code of concepnet operation and the conceptnet data I have used.

  • common.py: contain some variables and function which would be used frequently in other files
  • rearrange_conceptnet: loading conceptnet into memory
  • get_concept: get target triple of each choice

the dir of model is about the code of my model, the most useful file is model.py and layers.py

the dir of utils is about some core file about my model,

the dir of specific about some code of data preparations

the dir of bash contain many sh files , and task.sh is the main file, when sh task.sh, the training will be started.

task.py is the main file of my model and the training file

task_predict is the test file that given a trained model and the test file, it can output the prediction initial csv

get_test_results is the file that given the prediction initial csv , it can output the prediction csv which contains ids and answers,

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Question answering system that manages to provide proper answers to common sense questions.

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  • Python 99.1%
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