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10/08/2020
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
Semantic parsing is one of the key components of natural language unders...
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09/16/2020
Asking Complex Questions with Multi-hop Answer-focused Reasoning
Asking questions from natural language text has attracted increasing att...
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04/27/2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away
Variational Autoencoder (VAE) is widely used as a generative model to ap...
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03/12/2020
Local Contextual Attention with Hierarchical Structure for Dialogue Act Recognition
Dialogue act recognition is a fundamental task for an intelligent dialog...
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12/02/2019
Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring
Taking an answer and its context as input, sequence-to-sequence models h...
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12/19/2017
Adversarial Examples: Attacks and Defenses for Deep Learning
With rapid progress and great successes in a wide spectrum of applicatio...
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12/04/2017