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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 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 BASE Show details 2 NUIG-DSI’s submission to the GEM Benchmark 2021 Buitelaar, Paul; Arcan, Mihael; Pasricha, Nivranshu. - : Association for Computational Linguistics, 2021 Abstract: This paper describes the submission by NUIG-DSI to the GEM benchmark 2021. We participate in the modeling shared task where we submit outputs on four datasets for data-to-text generation, namely, DART, WebNLG (en), E2E and CommonGen. We follow an approach similar to the one described in the GEM benchmark paper where we use the pre-trained T5-base model for our submission. We train this model on additional monolingual data where we experiment with different masking strategies specifically focused on masking entities, predicates and concepts as well as a random masking strategy for pre-training. In our results we find that random masking performs the best in terms of automatic evaluation metrics, though the results are not statistically significantly different compared to other masking strategies. ; 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: GEM benchmark URL: https://doi.org/10.18653/v1/2021.gem-1.13 http://hdl.handle.net/10379/16886 BASE Hide details 3 Enhancing multiple-choice question answering with causal knowledge Buitelaar, Paul; Dalal, Dhairya; Arcan, Mihael. - : Association for Computational Linguistics, 2021 BASE Show details 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 BASE Show details 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) BASE Show details 6 Leveraging orthographic information to improve machine translation of under-resourced languages Asoka Chakravarthi, Bharathi Raja. - : NUI Galway, 2020 BASE Show details 7 NUIG at TIAD: Combining unsupervised NLP and graph metrics for translation inference Arcan, Mihael; McCrae, John P.. - : European Language Resources Association (ELRA), 2020 BASE Show details 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 BASE Show details 9 Bilingual Lexicon Induction across Orthographically-distinct Under-Resourced Dravidian Languages ... Bharathi Raja Chakravarthi; Navaneethan Rajasekaran; Arcan, Mihael. - : Zenodo, 2020 BASE Show details 10 Bilingual Lexicon Induction across Orthographically-distinct Under-Resourced Dravidian Languages ... Bharathi Raja Chakravarthi; Navaneethan Rajasekaran; Arcan, Mihael. - : Zenodo, 2020 BASE Show details 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 BASE Show details 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 BASE Show details 13 The ESSOT system goes wild: an easy way for translating ontologies Arcan, Mihael; Dragoni, Mauro; Buitelaar, Paul. - : CEUR-WS.org, 2019 BASE Show details 14 OTTO - ontology translation system Arcan, Mihael; Asooja, Kartik; Ziad, Housam. - : CEUR-WS.org, 2019 BASE Show details 15 Experiments with term translation Arcan, Mihael; Buitelaar, Paul; Federmann, Christian. - : Association for Computational Linguistics, 2019 BASE Show details 16 Ontology label translation Buitelaar, Paul; Arcan, Mihael. - : Association for Computational Linguistics, 2019 BASE Show details 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 BASE Show details 18 Automatic enrichment of terminological resources: the IATE RDF example McCrae, John P.; Montiel-Ponsoda, Elena; Buitelaar, Paul. - : European Language Resources Association, 2019 BASE Show details 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 BASE Show details 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 BASE Show details Page: 1 2 3 4

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