Document Automation Architectures: Updated Survey in Light of Large Language Models

no code implementations • 18 Aug 2023 • Mohammad Ahmadi Achachlouei, Omkar Patil, Tarun Joshi, Vijayan N. Nair

This paper surveys the current state of the art in document automation (DA).

Athena 2.0: Discourse and User Modeling in Open Domain Dialogue

no code implementations • 3 Aug 2023 • Omkar Patil, Lena Reed, Kevin K. Bowden, Juraj Juraska, Wen Cui, Vrindavan Harrison, Rishi Rajasekaran, Angela Ramirez, Cecilia Li, Eduardo Zamora, Phillip Lee, Jeshwanth Bheemanpally, Rohan Pandey, Adwait Ratnaparkhi, Marilyn Walker

Conversational agents are consistently growing in popularity and many people interact with them every day.

coreference-resolution named-entity-recognition +1

Understanding Metrics for Paraphrasing

no code implementations • 26 May 2022 • Omkar Patil, Rahul Singh, Tarun Joshi

This is not only because of the limitations in text generation capabilities but also due that to the lack of a proper definition of what qualifies as a paraphrase and corresponding metrics to measure how good it is.

Paraphrase Generation

Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot

no code implementations • EMNLP (ACL) 2021 • Juraj Juraska, Kevin K. Bowden, Lena Reed, Vrindavan Harrison, Wen Cui, Omkar Patil, Rishi Rajasekaran, Angela Ramirez, Cecilia Li, Eduardo Zamora, Phillip Lee, Jeshwanth Bheemanpally, Rohan Pandey, Adwait Ratnaparkhi, Marilyn Walker

Athena 2. 0 is an Alexa Prize SocialBot that has been a finalist in the last two Alexa Prize Grand Challenges.

Dialogue Management Management

Document Automation Architectures and Technologies: A Survey

no code implementations • 23 Sep 2021 • Mohammad Ahmadi Achachlouei, Omkar Patil, Tarun Joshi, Vijayan N. Nair

This paper surveys the current state of the art in document automation (DA).