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08/31/2021
Explaining Classes through Word Attribution
In recent years, several methods have been proposed for explaining indiv...
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02/15/2021
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers
We explore cross-lingual transfer of register classification for web doc...
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12/02/2019
Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models
In this paper, we present the first publicly available part-of-speech an...
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10/09/2019
Is Multilingual BERT Fluent in Language Generation?
The multilingual BERT model is trained on 104 languages and meant to ser...
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10/04/2019
Template-free Data-to-Text Generation of Finnish Sports News
News articles such as sports game reports are often thought to closely f...
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06/29/2017
Deep learning bank distress from news and numerical financial data
In this paper we focus our attention on the exploitation of the informat...
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04/26/2017
A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations
We introduce an attention-based Bi-LSTM for Chinese implicit discourse r...
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03/17/2016
Bank distress in the news: Describing events through deep learning
While many models are purposed for detecting the occurrence of significa...
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07/25/2015
Detect & Describe: Deep learning of bank stress in the news
News is a pertinent source of information on financial risks and stress ...
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07/16/2015