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1
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian 1.3
Ljubešić, Nikola; Krsnik, Luka. - : Jožef Stefan Institute, 2022
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The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian 1.2
Ljubešić, Nikola; Krsnik, Luka. - : Jožef Stefan Institute, 2021
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3
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Macedonian 1.0
Ljubešić, Nikola; Zdravkova, Katerina; Stojanoska, Sanja. - : Jožef Stefan Institute, 2020
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4
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Serbian 1.1
Ljubešić, Nikola. - : Jožef Stefan Institute, 2020
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The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Croatian 1.1
Ljubešić, Nikola. - : Jožef Stefan Institute, 2020
Abstract: The model for morphosyntactic annotation of standard Croatian was built with the CLASSLA-StanfordNLP tool (https://github.com/clarinsi/classla-stanfordnlp) by training on the hr500k training corpus (http://hdl.handle.net/11356/1183) and using the CLARIN.SI-embed.hr word embeddings (http://hdl.handle.net/11356/1205). The model produces simultaneously UPOS, FEATS and XPOS (MULTEXT-East) labels. The estimated F1 of the XPOS annotations is ~94.1. The difference to the previous version of the model is that now the whole XPOS tag is predicted and not specific characters, as was the case in stanfordnlp, which resulted in illegal XPOS tags (and slightly decreased performance).
Keyword: language model; part-of-speech tagging
URL: http://hdl.handle.net/11356/1348
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The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Bulgarian 1.0
Ljubešić, Nikola; Osenova, Petya; Simov, Kiril. - : Jožef Stefan Institute, 2020. : IICT-BAS, 2020
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7
The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Serbian 1.0
Ljubešić, Nikola; Štefanec, Vanja. - : Jožef Stefan Institute, 2020
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8
The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Croatian 1.0
Ljubešić, Nikola; Štefanec, Vanja. - : Jožef Stefan Institute, 2020
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9
The CLASSLA-StanfordNLP model for morphosyntactic annotation of non-standard Slovenian 1.0
Ljubešić, Nikola. - : Jožef Stefan Institute, 2020
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10
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian 1.1
Ljubešić, Nikola. - : Jožef Stefan Institute, 2020
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11
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian
Ljubešić, Nikola. - : Jožef Stefan Institute, 2019
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12
Croatian Twitter training corpus ReLDI-NormTagNER-hr 2.1
Ljubešić, Nikola; Erjavec, Tomaž; Batanović, Vuk. - : Jožef Stefan Institute, 2019
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13
CMC training corpus Janes-Tag 2.1
Erjavec, Tomaž; Fišer, Darja; Čibej, Jaka. - : Jožef Stefan Institute, 2019
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14
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Croatian
Ljubešić, Nikola. - : Jožef Stefan Institute, 2019
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15
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Serbian
Ljubešić, Nikola. - : Jožef Stefan Institute, 2019
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16
Serbian Twitter training corpus ReLDI-NormTagNER-sr 2.1
Ljubešić, Nikola; Erjavec, Tomaž; Batanović, Vuk. - : Jožef Stefan Institute, 2019
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17
Training corpus SETimes.SR 1.0
Batanović, Vuk; Ljubešić, Nikola; Samardžić, Tanja. - : Regional Linguistic Data Initiative Centre ReLDI, 2018
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18
Word embeddings CLARIN.SI-embed.sl 1.0
Ljubešić, Nikola; Erjavec, Tomaž. - : Jožef Stefan Institute, 2018
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19
Word embeddings CLARIN.SI-embed.hr 1.0
Ljubešić, Nikola. - : Jožef Stefan Institute, 2018
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20
Word embeddings CLARIN.SI-embed.sr 1.0
Ljubešić, Nikola. - : Jožef Stefan Institute, 2018
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