4 papers · 1 filter
The Gutenberg Dialogue Dataset
Richard Csaky, Gabor Recski
Large datasets are essential for neural modeling of many NLP tasks. Current publicly available open-domain dialogue datasets offer a trade-off between quality (e.g., DailyDialog) a…
Proposal Towards a Personalized Knowledge-powered Self-play Based Ensemble Dialog System
Richard Csaky
This is the application document for the 2019 Amazon Alexa competition. We give an overall vision of our conversational experience, as well as a sample conversation that we would l…
Deep Learning Based Chatbot Models
Richard Csaky
A conversational agent (chatbot) is a piece of software that is able to communicate with humans using natural language. Modeling conversation is an important task in natural langua…
Improving Neural Conversational Models with Entropy-Based Data Filtering
Richard Csaky, Patrik Purgai, Gabor Recski
Current neural network-based conversational models lack diversity and generate boring responses to open-ended utterances. Priors such as persona, emotion, or topic provide addition…