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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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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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03/30/2021
Grounding Open-Domain Instructions to Automate Web Support Tasks
Grounding natural language instructions on the web to perform previously...
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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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08/24/2020
Multi-Modal End-User Programming of Web-Based Virtual Assistant Skills
While Alexa can perform over 100,000 skills on paper, its capability cov...
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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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03/23/2020
Soteria: A Provably Compliant User Right Manager Using a Novel Two-Layer Blockchain Technology
Soteria is a user right management system designed to safeguard user-dat...
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01/16/2020
Schema2QA: Answering Complex Queries on the Structured Web with a Neural Model
Virtual assistants today require every website to submit skills individu...
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01/14/2020
ImagineNet: Restyling Apps Using Neural Style Transfer
This paper presents ImagineNet, a tool that uses a novel neural style tr...
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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