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03/22/2021
MasakhaNER: Named Entity Recognition for African Languages
We take a step towards addressing the under-representation of the Africa...
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06/17/2020
Building Low-Resource NER Models Using Non-Speaker Annotation
In low-resource natural language processing (NLP), the key problem is a ...
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04/28/2020
Extending Multilingual BERT to Low-Resource Languages
Multilingual BERT (M-BERT) has been a huge success in both supervised an...
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12/17/2019
Cross-Lingual Ability of Multilingual BERT: An Empirical Study
Recent work has exhibited the surprising cross-lingual abilities of mult...
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12/15/2019
Robust Named Entity Recognition with Truecasing Pretraining
Although modern named entity recognition (NER) systems show impressive p...
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09/20/2019
Named Entity Recognition with Partially Annotated Training Data
Supervised machine learning assumes the availability of fully-labeled da...
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03/27/2019
ner and pos when nothing is capitalized
For those languages which use it, capitalization is an important signal ...
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09/13/2018
On the Strength of Character Language Models for Multilingual Named Entity Recognition
Character-level patterns have been widely used as features in English Na...
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11/13/2016
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence
This paper presents an approach to classify documents in any language in...
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09/14/2016