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01/28/2020
Joint Contextual Modeling for ASR Correction and Language Understanding
The quality of automatic speech recognition (ASR) is critical to Dialogu...
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01/24/2020
Exploration Based Language Learning for Text-Based Games
This work presents an exploration and imitation-learning-based agent cap...
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01/17/2020
Plato Dialogue System: A Flexible Conversational AI Research Platform
As the field of Spoken Dialogue Systems and Conversational AI grows, so ...
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04/30/2019
Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators
Encoder-decoder based neural architectures serve as the basis of state-o...
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03/19/2019
Natural Language Generation at Scale: A Case Study for Open Domain Question Answering
Current approaches to Natural Language Generation (NLG) focus on domain-...
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12/27/2018
Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize
Building open domain conversational systems that allow users to have eng...
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11/30/2018
Detecting Offensive Content in Open-domain Conversations using Two Stage Semi-supervision
As open-ended human-chatbot interaction becomes commonplace, sensitive c...
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10/18/2018
Contextual Topic Modeling For Dialog Systems
Accurate prediction of conversation topics can be a valuable signal for ...
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07/20/2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks
Sequence to sequence (Seq2Seq) learning has recently been used for abstr...
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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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01/16/2018
Real-time Road Traffic Information Detection Through Social Media
In current study, a mechanism to extract traffic related information suc...
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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
Topic-based Evaluation for Conversational Bots
Dialog evaluation is a challenging problem, especially for non task-orie...
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01/11/2018