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Architecture

Ontology

Overview

Course from 台大課程網 (~20K courses)

Review from PTT (~4K articles)

Natural Language Understanding

Two layers LSTM to predict slot BIO-tagging and intent

Experiment results

Natural Language Generation

Seq2seq LSTM model

Experiment results

Dialogue Management

Rule-based model

Experiment results

DQN model

Experiment results