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DeepOntoNLP/X-SENTIMENT@ESWC 2021: Online Event / Hersonissos, Greece

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Sarra Ben Abbès, Rim Hantach, Philippe Calvez, Davide Buscaldi, Danilo Dessì, Mauro Dragoni, Diego Reforgiato Recupero, Harald Sack:
Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th - 7th, 2021 (moved online). CEUR Workshop Proceedings 2918, CEUR-WS.org 2021

Regular Papers

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  - conf/esws/EdwardsRCRP21
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Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports. 1-10
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Natasha Shroff, Pierre-Yves Vandenbussche, Véronique Moore, Paul Groth:
Supporting Ontology Maintenance with Contextual Word Embeddings and Maximum Mean Discrepancy. 11-19
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Manuel Borroto, Bernardo Cuteri, Francesco Ricca:
Mitigating the Impact of out of Vocabulary Words in a Neural-Machine-Translation-based Question Answering System. 20-29
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  - conf/esws/Martin-ChozasR21
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Patricia Martín-Chozas, Artem Revenko:
Thesaurus Enhanced Extraction of Hohfeld's Relations from Spanish Labour Law. 30-38

Short Papers

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Joffrey de Oliveira, Hammad Aslam Khan, Olivier Curé, Philippe Calvez:
Semantic Data Transformation. 39-46
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Oliver Bensch, Mirela Popa, Constantin Spille:
Key Information Extraction From Documents: Evaluation And Generator. 47-53
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  - conf/esws/RitchieCCRJ21
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Ashley Ritchie, Jiaoyan Chen, Leyla Jael Castro, Dietrich Rebholz-Schuhmann, Ernesto Jiménez-Ruiz:
Ontology Clustering with OWL2Vec. 54-61

Regular Papers

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Luca Bacco, Andrea Cimino, Felice Dell'Orletta, Mario Merone:
Extractive Summarization for Explainable Sentiment Analysis using Transformers. 62-73
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Fernando Lovera, Yudith Cardinale, Davide Buscaldi, Thierry Charnois, Masun Nabhan Homsi:
Deep Learning Enhanced with Graph Knowledge for Sentiment Analysis. 74-86
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  - conf/esws/ConsoliBM21
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Sergio Consoli, Luca Barbaglia, Sebastiano Manzan:
Explaining Sentiment from Lexicon. 87-95

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