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05/23/2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline
Conversational recommendation systems (CRS) aim to recommend suitable it...
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12/20/2022
AnyTOD: A Programmable Task-Oriented Dialog System
We propose AnyTOD, an end-to-end task-oriented dialog (TOD) system with ...
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04/08/2022
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue
Building universal dialogue systems that can seamlessly operate across m...
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01/21/2022
Description-Driven Task-Oriented Dialog Modeling
Task-oriented dialogue (TOD) systems are required to identify key inform...
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10/13/2021
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
Zero/few-shot transfer to unseen services is a critical challenge in tas...
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07/10/2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
MultiWOZ is a well-known task-oriented dialogue dataset containing over ...
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05/21/2020
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality
A critical factor that influences the success of an in-vitro fertilizati...
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02/02/2020
Schema-Guided Dialogue State Tracking Task at DSTC8
This paper gives an overview of the Schema-Guided Dialogue State Trackin...
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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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09/25/2019
Extreme Language Model Compression with Optimal Subwords and Shared Projections
Pre-trained deep neural network language models such as ELMo, GPT, BERT ...
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09/12/2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset
Virtual assistants such as Google Assistant, Alexa and Siri provide a co...
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06/17/2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values
Task-oriented dialog systems increasingly rely on deep learning-based sl...
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11/13/2018
Multi-task learning for Joint Language Understanding and Dialogue State Tracking
This paper presents a novel approach for multi-task learning of language...
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07/13/2018
What Your DRAM Power Models Are Not Telling You: Lessons from a Detailed Experimental Study
Main memory (DRAM) consumes as much as half of the total system power in...
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07/01/2018
An Efficient Approach to Encoding Context for Spoken Language Understanding
In task-oriented dialogue systems, spoken language understanding, or SLU...
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03/19/2016
A Fast Unified Model for Parsing and Sentence Understanding
Tree-structured neural networks exploit valuable syntactic parse informa...
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11/14/2014
