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We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing



Fredrik Olsson , Magnus Sahlgren


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Cross-lingual Transfer of Monolingual Models



Evangelia Gogoulou , Ariel Ekgren , Tim Isbister , Magnus Sahlgren


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A comprehensive comparative evaluation and analysis of Distributional Semantic Models



Alessandro Lenci , Magnus Sahlgren , Patrick Jeuniaux , Amaru Cuba Gyllensten , Martina Miliani

* Submitted to Language Resources and Evaluation 

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Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead?



Tim Isbister , Fredrik Carlsson , Magnus Sahlgren


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Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning



Daniel Garcia Bernal , Lodovico Giaretta , Sarunas Girdzijauskas , Magnus Sahlgren


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The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point



Magnus Sahlgren , Fredrik Carlsson


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Data Readiness for Natural Language Processing



Fredrik Olsson , Magnus Sahlgren


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Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity



Tim Isbister , Magnus Sahlgren


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Measuring Issue Ownership using Word Embeddings



Amaru Cuba Gyllensten , Magnus Sahlgren

* Accepted to the 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), held in conjunction with the EMNLP 2018 conference 

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