TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems

no code implementations • ACL 2021 • Bill Byrne, Karthik Krishnamoorthi, Saravanan Ganesh, Mihir Sanjay Kale

In terms of data, we introduce TicketTalk, a movie ticketing dialog dataset with 23, 789 annotated conversations.

Response Generation

Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset

1 code implementation • IJCNLP 2019 • Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Daniel Duckworth, Semih Yavuz, Ben Goodrich, Amit Dubey, Andy Cedilnik, Kyu-Young Kim

A significant barrier to progress in data-driven approaches to building dialog systems is the lack of high quality, goal-oriented conversational data.

Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences

no code implementations • WS 2019 • Filip Radlinski, Krisztian Balog, Bill Byrne, Karthik Krishnamoorthi

Studying the dialogues in one domain, we present a brief quantitative analysis of how people describe movie preferences at scale.

Conversational Recommendation