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qntfy-ask-detection

Simple code and model for making sentence-level speech-act predictions (e.g. statement, question, etc.) Initial model is a convolutional architecture trained on the SWDA conversation corpus.

Dockerized gRPC implemenation of classifier

Build docker image by docker-compose in ./docker_clf_project dir: docker-compose build

Run the container using: docker run -it -p 50051:50051 <docker image id> By default, gRPC connection is via port 50051

Test the gRPC server. In a separate command window run the script python src/spam_clf_client.py This sends two separate messages to the server. You should see a set of predicted speech-acts for each set of messages.

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