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02/18/2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation
Task-oriented Dialogue (ToD) agents are mostly limited to a few widely-s...
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03/23/2022
ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues
Task-oriented conversational agents rely on semantic parsers to translat...
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12/23/2021
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems
While the English virtual assistants have achieved exciting performance ...
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11/04/2021
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues
Robust state tracking for task-oriented dialogue systems currently remai...
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10/10/2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation
We propose Semantic Parser Localizer (SPL), a toolkit that leverages Neu...
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05/02/2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking
Zero-shot transfer learning for multi-domain dialogue state tracking can...
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10/25/2019
HUBERT Untangles BERT to Improve Transfer across NLP Tasks
We introduce HUBERT which combines the structured-representational power...
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04/18/2019
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands
To understand diverse natural language commands, virtual assistants toda...
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04/08/2018