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06/06/2023
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs
Measurement of interaction quality is a critical task for the improvemen...
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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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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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02/07/2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking
Task oriented dialog agents provide a natural language interface for use...
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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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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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11/13/2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
User interaction with voice-powered agents generates large amounts of un...
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11/01/2018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
Deep learning models have become state of the art for natural language p...
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06/26/2018
Contextual Language Model Adaptation for Conversational Agents
Statistical language models (LM) play a key role in Automatic Speech Rec...
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06/26/2018
Contextual ASR Adaptation for Conversational Agents
Statistical language models (LM) play a key role in Automatic Speech Rec...
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05/03/2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents
Fast expansion of natural language functionality of intelligent virtual ...
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01/11/2018
On Evaluating and Comparing Conversational Agents
Conversational agents are exploding in popularity. However, much work re...
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01/11/2018