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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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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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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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10/04/2019
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
Data availability is a bottleneck during early stages of development of ...
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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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05/24/2018
Evading the Adversary in Invariant Representation
Representations of data that are invariant to changes in specified nuisa...
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04/26/2018
Dialogue Modeling Via Hash Functions: Applications to Psychotherapy
We propose a novel machine-learning framework for dialogue modeling whic...
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02/16/2018
Auto-Encoding Total Correlation Explanation
Advances in unsupervised learning enable reconstruction and generation o...
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11/10/2017
Efficient Representation for Natural Language Processing via Kernelized Hashcodes
Kernel similarity functions have been successfully applied in classifica...
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06/09/2016
Variational Information Maximization for Feature Selection
Feature selection is one of the most fundamental problems in machine lea...
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06/07/2016
Sifting Common Information from Many Variables
Measuring the relationship between any pair of variables is a rich and a...
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01/20/2016
The DARPA Twitter Bot Challenge
A number of organizations ranging from terrorist groups such as ISIS to ...
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12/01/2014
Understanding confounding effects in linguistic coordination: an information-theoretic approach
We suggest an information-theoretic approach for measuring stylistic coo...
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11/07/2014