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03/14/2023
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition
As a common way of emotion signaling via non-linguistic vocalizations, v...
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03/14/2023
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection
With the global population aging rapidly, Alzheimer's disease (AD) is pa...
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03/29/2022
Spoofing-Aware Speaker Verification by Multi-Level Fusion
Recently, many novel techniques have been introduced to deal with spoofi...
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12/12/2021
ValueNet: A New Dataset for Human Value Driven Dialogue System
Building a socially intelligent agent involves many challenges, one of w...
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10/21/2021
SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching
In this paper we explore the use of symbolic knowledge and machine teach...
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06/25/2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature
Information overload is a prevalent challenge in many high-value domains...
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12/29/2020
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
For task-oriented dialog systems to be maximally useful, it must be able...
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11/12/2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9
This paper introduces the Ninth Dialog System Technology Challenge (DSTC...
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09/07/2020
Robust Conversational AI with Grounded Text Generation
This article presents a hybrid approach based on a Grounded Text Generat...
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05/15/2020
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation
There is a growing interest in developing goal-oriented dialog systems w...
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05/11/2020
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model
This paper presents a new method SOLOIST, which uses transfer learning t...
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04/09/2020
Conversation Learner – A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems
Traditionally, industry solutions for building a task-oriented dialog sy...
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04/07/2020
Guided Dialog Policy Learning without Adversarial Learning in the Loop
Reinforcement-based training methods have emerged as the most popular ch...
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02/27/2020
Few-shot Natural Language Generation for Task-Oriented Dialog
As a crucial component in task-oriented dialog systems, the Natural Lang...
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11/14/2019
The Eighth Dialog System Technology Challenge
This paper introduces the Eighth Dialog System Technology Challenge. In ...
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04/18/2019