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05/27/2021
ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning
Recent research considers few-shot intent detection as a meta-learning p...
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01/28/2021
A Neural Few-Shot Text Classification Reality Check
Modern classification models tend to struggle when the amount of annotat...
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04/16/2018
NELL2RDF: Reading the Web, and Publishing it as Linked Data
NELL is a system that continuously reads the Web to extract knowledge in...
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03/24/2018
Near-lossless Binarization of Word Embeddings
Is it possible to learn binary word embeddings of arbitrary size from th...
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03/19/2018
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
While Wikipedia exists in 287 languages, its content is unevenly distrib...
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02/19/2018
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types
We present a neural model for question generation from knowledge base tr...
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01/22/2018