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05/23/2023
WikiChat: A Few-Shot LLM-Based Chatbot Grounded with Wikipedia
Despite recent advances in Large Language Models (LLMs), users still can...
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05/23/2023
Complementing GPT-3 with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata
As the largest knowledge base, Wikidata is a massive source of knowledge...
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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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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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10/09/2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data
We propose AutoQA, a methodology and toolkit to generate semantic parser...
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09/16/2020
State-Machine-Based Dialogue Agents with Few-Shot Contextual Semantic Parsers
This paper presents a methodology and toolkit for creating a rule-based ...
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09/02/2020