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06/01/2023
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home
Enriching the quality of early childhood education with interactive math...
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03/08/2023
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization
In this work, we develop a prompting approach for incremental summarizat...
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02/12/2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue
With the power of large pretrained language models, various research wor...
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12/02/2022
General Framework for Self-Supervised Model Priming for Parameter-Efficient Fine-tuning
Parameter-efficient methods (like Prompt or Adapters) for adapting pre-t...
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11/07/2022
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics
The advances in language-based Artificial Intelligence (AI) technologies...
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06/08/2022
Few-shot Prompting Towards Controllable Response Generation
Much literature has shown that prompt-based learning is an efficient met...
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05/27/2022
NLU for Game-based Learning in Real: Initial Evaluations
Intelligent systems designed for play-based interactions should be conte...
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05/09/2022
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System
Contextually aware intelligent agents are often required to understand t...
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03/15/2022
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue
Effective human-chatbot conversations need to achieve both coherence and...
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12/04/2021
Controllable Response Generation for Assistive Use-cases
Conversational agents have become an integral part of the general popula...
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04/27/2021
Semi-supervised Interactive Intent Labeling
Building the Natural Language Understanding (NLU) modules of task-orient...
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03/30/2021
Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention
Most chatbot literature that focuses on improving the fluency and cohere...
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12/31/2020
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration
Despite the recent success of large-scale language models on various dow...
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07/08/2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents
Building multimodal dialogue understanding capabilities situated in the ...
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07/04/2020
Low Rank Fusion based Transformers for Multimodal Sequences
Our senses individually work in a coordinated fashion to express our emo...
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01/13/2020
Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry Strategies
Intelligent conversational agents, or chatbots, can take on various iden...
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12/20/2019
Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog
We are witnessing a confluence of vision, speech and dialog system techn...
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12/20/2019
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog
With the recent advancements in Artificial Intelligence (AI), Intelligen...
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12/20/2019
Modeling Intent, Dialog Policies and Response Adaptation for Goal-Oriented Interactions
Building a machine learning driven spoken dialog system for goal-oriente...
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09/20/2019
Towards Multimodal Understanding of Passenger-Vehicle Interactions in Autonomous Vehicles: Intent/Slot Recognition Utilizing Audio-Visual Data
Understanding passenger intents from spoken interactions and car's visio...
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04/23/2019
Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances
Understanding passenger intents and extracting relevant slots are import...
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12/20/2018
Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog
With the recent advancements in AI, Intelligent Virtual Assistants (IVA)...
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12/14/2018
Conversational Intent Understanding for Passengers in Autonomous Vehicles
Understanding passenger intents and extracting relevant slots are import...
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06/07/2018