Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems

Anish Acharya, S Adhikari, S Agarwal, V Auvray, N Belgamwar, A Biswas, S Chandra, T Chung, M Zarandi, R Gabriel, S Gao, R Goel, D Hakkani-Tur, J Jezabek, A Jha, J Kao, P Krishnan, P Ku, A Goyal, C Lin, Q Liu, A Mandal, A Metallinou, V Naik, Y Pan, S Paul, V Perera, A Sethi, M Shen, N Strom, E Wang

Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2021 · Demonstrations Track

Builds task-oriented dialogue systems from a few seed dialogues and API specifications by simulating training dialogues. The simulator improves turn-level action prediction accuracy by over 50%.

ACL AnthologySkill

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