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02/23/2019
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation
In this paper, we propose a novel representation for text documents base...
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02/23/2019
Vector of Locally-Aggregated Word Embeddings (VLAWE): A novel document-level embedding
In this paper, we propose a novel representation for text documents base...
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01/19/2019
MOROCO: The Moldavian and Romanian Dialectal Corpus
In this work, we introduce the MOldavian and ROmanian Dialectal COrpus (...
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11/02/2018
Transductive Learning with String Kernels for Cross-Domain Text Classification
For many text classification tasks, there is a major problem posed by th...
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08/25/2018
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set
Recently, string kernels have obtained state-of-the-art results in vario...
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05/13/2018
UnibucKernel Reloaded: First Place in Arabic Dialect Identification for the Second Year in a Row
We present a machine learning approach that ranked on the first place in...
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04/21/2018
Automated essay scoring with string kernels and word embeddings
In this work, we present an approach based on combining string kernels a...
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03/20/2018
UnibucKernel: A kernel-based learning method for complex word identification
In this paper, we present a kernel-based learning approach for the 2018 ...
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07/25/2017
From Image to Text Classification: A Novel Approach based on Clustering Word Embeddings
In this paper, we propose a novel approach for text classification based...
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07/25/2017