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End-to-end neural pipeline for goal-oriented dialogue systems using GPT-2
The goal-oriented dialogue system needs to be optimized for tracking the dialogue flow and
carrying out an effective conversation under various situations to meet the user goal. The …
carrying out an effective conversation under various situations to meet the user goal. The …
Soloist: Building Task Bots at Scale with Transfer Learning and Machine Teaching
We present a new method, Soloist, that uses transfer learning and machine teaching to build
task bots at scale. We parameterize classical modular task-oriented dialog systems using a …
task bots at scale. We parameterize classical modular task-oriented dialog systems using a …
[PDF][PDF] Soloist: Few-shot task-oriented dialog with a single pretrained auto-regressive model
B Peng, C Li, J Li, S Shayandeh… - ar** personalized Task-oriented Dialogue Systems
(TDSs). Previous work on personalized TDSs often assumes that complete user profiles are …
(TDSs). Previous work on personalized TDSs often assumes that complete user profiles are …
Towards enriching responses with crowd-sourced knowledge for task-oriented dialogue
Task-oriented dialogue agents are built to assist users in completing various tasks.
Generating appropriate responses for satisfactory task completion is the ultimate goal …
Generating appropriate responses for satisfactory task completion is the ultimate goal …