Debbie, the Debate Bot of the Future
This work addresses the need for engaging casual conversation bots in argumentation, but it appears incremental as it builds on existing corpora and methods without major breakthroughs.
The paper introduces Debbie, a chatbot designed for argumentative dialogue by selecting contextually appropriate arguments from existing annotated corpora, and presents a working prototype with preliminary evaluation.
Chatbots are a rapidly expanding application of dialogue systems with companies switching to bot services for customer support, and new applications for users interested in casual conversation. One style of casual conversation is argument, many people love nothing more than a good argument. Moreover, there are a number of existing corpora of argumentative dialogues, annotated for agreement and disagreement, stance, sarcasm and argument quality. This paper introduces Debbie, a novel arguing bot, that selects arguments from conversational corpora, and aims to use them appropriately in context. We present an initial working prototype of Debbie, with some preliminary evaluation and describe future work.