Conversational Agents and Dialogue Systems

ECS7033P · Queen Mary University of London

Dialogue systems, chatbot architectures, dialogue act tagging, slot filling, and seq2seq models for conversation.

Dialogue SystemsChatbotsSeq2SeqSlot FillingIntent Detection

Overview

Building systems that can hold meaningful conversations. Covers rule-based and neural dialogue systems, dialogue act classification, intent detection, slot filling, and end-to-end neural approaches.

Content & Resources

LAB

Dialogue Act Tagging

Classifying utterance types in conversation

LEC

Seq2Seq for Dialogue

Encoder-decoder models for response generation