chitchat chatbot quantum stat
Demo - Chitchat Chatbot Quantum Stat
Chitchat dialogue is a very difficult NLP task to master. However, creating a dialogue system (chatbot) with a simple LSTM Seq2Seq model with controls can deliver relatively good performance. Below, we've deployed a chatbot with two control features (conditional training [CT] and weighted decoding [WD] in order to control four attributes in chitchat dialogue: repetition, specificity, response-relatedness and question-asking. The chatbot leverages a baseline twitter dataset that was fine-tuned on the PersonaChat ConvAI2 dataset found here. In addition, we've also added a transformer based chatbot called Poly-Encoder.