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Creating a fine-grained corpus for a less-resourced language: the case of Kurdish
(NUI Galway, 2019-07-28)
Kurdish is a less-resourced language consisting of different dialects written in various scripts. Approximately 30 million people in different countries speak the language. The lack of corpora is one of the main obstacles ...
Passive diagnosis incorporating the PHQ-4 for depression and anxiety
(NUI Galway, 2019)
Depression and anxiety are the two most
prevalent mental health disorders worldwide,
impacting the lives of millions of people each
year. In this work, we develop and evaluate a
multilabel, multidimensional deep neural ...
NUIG at the FinSBD Task: Sentence boundary detection for noisy financial PDFs in English and French
(NUI Galway, 2019-08-12)
Portable Document Format (PDF) has become the industry-standard document as it is independent of the software, hardware or operating system. Publicly listed companies annually publish a variety of reports and too take ...
CoFiF: A corpus of financial reports in French language
(NUI Galway, 2019-08-12)
In an era when machine learning and artificial intelligence have huge momentum, the data demand to train and test models is steadily growing. We introduce CoFiF, the first corpus comprising company reports in the French ...
Towards sharing task environments to support reproducible evaluations of interactive recommender systems
(NUI Galway, 2019-09-20)
Beyond sharing datasets or simulations, we believe the Recommender Systems (RS) community should share Task Environments. In this work, we propose a high-level logical architecture that will help to reason about the core ...
WordNet gloss translation for under-resourced languages using multilingual neural machine translation
(European Association for Machine Translation, 2019-08-19)
In this paper, we translate the glosses in
the English WordNet based on the expand approach for improving and generating wordnets with the help of multilingual
neural machine translation. Neural Machine Translation (NMT) ...
Veritas annotator: Discovering the origin of a rumour
(Association for Computational Linguistics (ACL), 2019-11-03)
Defined as the intentional or unintentional
spread of false information (K et al., 2019)
through context and/or content manipulation,
fake news has become one of the most serious
problems associated with online ...
Neural machine translation of literary texts from English to Slovene
(Machine Translation Summit 2019, 2019-08-19)
Neural Machine Translation has shown
promising performance in literary texts.
Since literary machine translation has not
yet been researched for the English-toSlovene translation direction, this paper
aims to fulfill ...
Multilingual multimodal machine translation for Dravidian languages utilizing phonetic transcription
(European Association for Machine Translation, 2019-08-19)
Multimodal machine translation is the task
of translating from a source text into the
target language using information from
other modalities. Existing multimodal
datasets have been restricted to only highly
resourced ...