Summary of Rv4chatbot: Are Chatbots Allowed to Dream Of Electric Sheep?, by Andrea Gatti (university Of Genoa) et al.
RV4Chatbot: Are Chatbots Allowed to Dream of Electric Sheep?
by Andrea Gatti, Viviana Mascardi, Angelo Ferrando
First submitted to arxiv on: 21 Nov 2024
Categories
- Main: Artificial Intelligence (cs.AI)
- Secondary: Human-Computer Interaction (cs.HC); Software Engineering (cs.SE)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The paper introduces RV4Chatbot, a Runtime Verification framework that ensures chatbots adhere to expected, safe behaviors. This is crucial for applications with safety-critical considerations, such as factory automation. The framework formalizes expected behaviors as interaction protocols between users and chatbots. Two implementations are presented: RV4Rasa, designed for Rasa-based chatbots, and RV4Dialogflow, for Dialogflow chatbots. Experiments were conducted in a factory automation scenario using both implementations to monitor chatbot behavior. This research aims to improve the reliability and safety of chatbots in various domains. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary This paper is about making sure chatbots behave safely and correctly. Chatbots are used in many places, like factories, where things can go wrong if they don’t follow rules. The researchers created a tool called RV4Chatbot that checks if chatbots are following the right steps. They also tested this tool with two types of chatbots: Rasa and Dialogflow. By using this tool, we can make sure chatbots are reliable and safe to use. |
