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06/20/2023
On Compositionality and Improved Training of NADO
NeurAlly-Decomposed Oracle (NADO) is a powerful approach for controllabl...
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05/30/2023
Unsupervised Melody-to-Lyric Generation
Automatic melody-to-lyric generation is a task in which song lyrics are ...
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05/12/2023
Unsupervised Melody-Guided Lyrics Generation
Automatic song writing is a topic of significant practical interest. How...
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01/26/2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Dialogue state tracking (DST) is an important step in dialogue managemen...
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11/22/2021
Building Goal-Oriented Dialogue Systems with Situated Visual Context
Most popular goal-oriented dialogue agents are capable of understanding ...
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09/24/2021
Style Control for Schema-Guided Natural Language Generation
Natural Language Generation (NLG) for task-oriented dialogue systems foc...
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04/19/2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
Traditional goal-oriented dialogue systems rely on various components su...
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01/17/2021
Few Shot Dialogue State Tracking using Meta-learning
Dialogue State Tracking (DST) forms a core component of automated chatbo...
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11/16/2020
Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems
Goal-oriented dialog systems enable users to complete specific goals lik...
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05/11/2020
Schema-Guided Natural Language Generation
Neural network based approaches to natural language generation (NLG) hav...
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04/13/2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap
Dialogue state tracking (DST) is at the heart of task-oriented dialogue ...
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10/01/2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension
Machine Reading Comprehension (MRC) for question answering (QA), which a...
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08/06/2019
Dialog State Tracking: A Neural Reading Comprehension Approach
Dialog state tracking is used to estimate the current belief state of a ...
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04/30/2019
Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators
Encoder-decoder based neural architectures serve as the basis of state-o...
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04/04/2019
Simple Question Answering with Subgraph Ranking and Joint-Scoring
Knowledge graph based simple question answering (KBSQA) is a major area ...
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03/11/2019
Practical Semantic Parsing for Spoken Language Understanding
Executable semantic parsing is the task of converting natural language u...
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11/30/2018
Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems
Goal-oriented dialogue systems typically rely on components specifically...
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10/26/2018