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02/16/2023
Role of Bias Terms in Dot-Product Attention
Dot-product attention is a core module in the present generation of neur...
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06/11/2021
Zero-Shot Controlled Generation with Encoder-Decoder Transformers
Controlling neural network-based models for natural language generation ...
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03/26/2021
Correcting Automated and Manual Speech Transcription Errors using Warped Language Models
Masked language models have revolutionized natural language processing s...
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11/05/2020
Language Model is All You Need: Natural Language Understanding as Question Answering
Different flavors of transfer learning have shown tremendous impact in a...
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11/03/2020
Warped Language Models for Noise Robust Language Understanding
Masked Language Models (MLM) are self-supervised neural networks trained...
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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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08/06/2019
Flexibly-Structured Model for Task-Oriented Dialogues
This paper proposes a novel end-to-end architecture for task-oriented di...
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12/06/2017