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Hits 1 – 20 of 64
1
Utilising knowledge graph embeddings for data-to-text generation
Arcan, Mihael
;
Pasricha, Nivranshu
;
Buitelaar, Paul
. - : Association for Computational Linguistics, 2021
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2
NUIG-DSI’s submission to the GEM Benchmark 2021
Buitelaar, Paul
;
Arcan, Mihael
;
Pasricha, Nivranshu
. - : Association for Computational Linguistics, 2021
BASE
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3
Enhancing multiple-choice question answering with causal knowledge
Buitelaar, Paul
;
Dalal, Dhairya
;
Arcan, Mihael
. - : Association for Computational Linguistics, 2021
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4
NUIG-DSI at the WebNLG+ challenge: Leveraging transfer learning for RDF-to-text generation
Pasricha, Nivranshu
;
Arcan, Mihael
;
Buitelaar, Paul
. - : Association for Computational Linguistics, 2021
Abstract:
This paper describes the system submitted by NUIG-DSI to the WebNLG+ challenge 2020 in the RDF-to-text generation task for the English language. For this challenge, we leverage transfer learning by adopting the T5 model architecture for our submission and fine-tune the model on the WebNLG+ corpus. Our submission ranks among the top five systems for most of the automatic evaluation metrics achieving a BLEU score of 51.74 over all categories with scores of 58.23 and 45.57 across seen and unseen categories respectively. ; This work was conducted with the financial support of the Science Foundation Ireland Centre for Research Training in Artificial Intelligence under Grant No. 18/CRT/6223 and co-supported by Science Foundation Ireland under grant number SFI/12/RC/2289 2 (Insight), co-funded by the European Regional Development Fund. ; peer-reviewed
Keyword:
RDF-to-text generation
;
WebNLG
URL:
http://hdl.handle.net/10379/16525
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5
Bilingual lexicon induction across orthographically-distinct under-resourced Dravidian languages
Chakravarthi, Bharathi Raja
;
Rajasekaran, Navaneethan
;
Arcan, Mihael
...
In: Chakravarthi, Bharathi Raja orcid:0000-0002-4575-7934 , Rajasekaran, Navaneethan, Arcan, Mihael orcid:0000-0002-3116-621X , McGuinness, Kevin orcid:0000-0003-1336-6477 , O'Connor, Noel E. orcid:0000-0002-4033-9135 and McCrae, John P. orcid:0000-0002-7227-1331 (2020) Bilingual lexicon induction across orthographically-distinct under-resourced Dravidian languages. In: 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 13 Dec 2020, Barcelona, Spain (Online). (2020)
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6
Leveraging orthographic information to improve machine translation of under-resourced languages
Asoka Chakravarthi, Bharathi Raja
. - : NUI Galway, 2020
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7
NUIG at TIAD: Combining unsupervised NLP and graph metrics for translation inference
Arcan, Mihael
;
McCrae, John P.
. - : European Language Resources Association (ELRA), 2020
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8
Aspects of Terminological and Named Entity Knowledge within Rule-Based Machine Translation Models for Under-Resourced Neural Machine Translation Scenarios ...
Torregrosa, Daniel
;
Pasricha, Nivranshu
;
Masoud, Maraim
. - : arXiv, 2020
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9
Bilingual Lexicon Induction across Orthographically-distinct Under-Resourced Dravidian Languages ...
Bharathi Raja Chakravarthi
;
Navaneethan Rajasekaran
;
Arcan, Mihael
. - : Zenodo, 2020
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10
Bilingual Lexicon Induction across Orthographically-distinct Under-Resourced Dravidian Languages ...
Bharathi Raja Chakravarthi
;
Navaneethan Rajasekaran
;
Arcan, Mihael
. - : Zenodo, 2020
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11
Comparison of Different Orthographies for Machine Translation of Under-Resourced Dravidian Languages
Chakravarthi, Bharathi Raja
;
Arcan, Mihael
;
McCrae, John P.
. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2019. : OASIcs - OpenAccess Series in Informatics. 2nd Conference on Language, Data and Knowledge (LDK 2019), 2019
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12
TIAD 2019 Shared Task: Leveraging knowledge graphs with neural machine translation for automatic multilingual dictionary generation
McCrae, John P.
;
Ahmadi, Sina
;
Torregrosa, Daniel
. - : National University of Ireland, Galway, 2019
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13
The ESSOT system goes wild: an easy way for translating ontologies
Arcan, Mihael
;
Dragoni, Mauro
;
Buitelaar, Paul
. - : CEUR-WS.org, 2019
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14
OTTO - ontology translation system
Arcan, Mihael
;
Asooja, Kartik
;
Ziad, Housam
. - : CEUR-WS.org, 2019
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15
Experiments with term translation
Arcan, Mihael
;
Buitelaar, Paul
;
Federmann, Christian
. - : Association for Computational Linguistics, 2019
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16
Ontology label translation
Buitelaar, Paul
;
Arcan, Mihael
. - : Association for Computational Linguistics, 2019
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17
Generating linked-data based domain-specific sentiment lexicons from legacy language and semantic resources
Vulcu, Gabriela
;
Buitelaar, Paul
;
Pereira, Bianca
. - : European Language Resources Association, 2019
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18
Automatic enrichment of terminological resources: the IATE RDF example
McCrae, John P.
;
Montiel-Ponsoda, Elena
;
Buitelaar, Paul
. - : European Language Resources Association, 2019
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19
Avtomatsko pridobivanje besednih zvez iz korpusa z uporabo leksikona SSJ
Arcan, Mihael
;
Arhar Holdt, Špela
. - : Centre for Slovene as a Second and Foreign Language, Univerity of Ljubljana, 2019
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20
Inferring translation candidates for multilingual dictionary generation with multi-way neural machine translation
Arcan, Mihael
;
McCrae, John P.
;
Torregrosa, Daniel
. - : National University of Ireland, Galway, 2019
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