EMNLP 2021system demonstrations12 citations

Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot

Juraj Juraska, Kevin Bowden, Lena Reed, Vrindavan Harrison, Wen Cui, Omkar Patil, Rishi Rajasekaran, Angela Ramirez

Abstract

Athena 2.0 is an Alexa Prize SocialBot that has been a finalist in the last two Alexa Prize Grand Challenges. One reason for Athena’s success is its novel dialogue management strategy, which allows it to dynamically construct dialogues and responses from component modules, leading to novel conversations with every interaction. Here we describe Athena’s system design and performance in the Alexa Prize during the 20/21 competition. A live demo of Athena as well as video recordings will provoke discussion on the state of the art in conversational AI.

BibTeX
@inproceedings{walker-etal-2021-athena,
    title = "Athena 2.0: Contextualized Dialogue Management for an {A}lexa {P}rize {S}ocial{B}ot",
    author = "Juraska, Juraj  and
      Bowden, Kevin  and
      Reed, Lena  and
      Harrison, Vrindavan  and
      Cui, Wen  and
      Patil, Omkar  and
      Rajasekaran, Rishi  and
      Ramirez, Angela  and
      Li, Cecilia  and
      Zamora, Eduardo  and
      Lee, Phillip  and
      Bheemanpally, Jeshwanth  and
      Pandey, Rohan  and
      Ratnaparkhi, Adwait  and
      Walker, Marilyn",
    editor = "Adel, Heike  and
      Shi, Shuming",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-demo.15/",
    doi = "10.18653/v1/2021.emnlp-demo.15",
    pages = "124--133"
}
Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot · EMNLP 2021