Sumit Ranjan
2022
ICM : Intent and Conversational Mining from Conversation Logs
Sayantan Mitra
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Roshni Ramnani
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Sumit Ranjan
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Shubhashis Sengupta
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue
Building conversation agents requires a large amount of manual effort in creating training data for intents / entities as well as mapping out extensive conversation flows. In this demonstration, we present ICM (Intent and conversation Mining), a tool which can be used to analyze existing conversation logs and help a bot designer analyze customer intents, train a custom intent model as well as map and optimize conversation flows. The tool can be used for first time deployment or subsequent deployments of chatbots.
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