Search Results - "Cuba Gyllensten, Amaru"

Effect of self-managed lifestyle treatment on glycemic control in patients with type 2 diabetes by Dwibedi, Chinmay, Mellergård, Emelia, Gyllensten, Amaru Cuba, Nilsson, Kristoffer, Axelsson, Annika S., Bäckman, Malin, Sahlgren, Magnus, Friend, Stephen H., Persson, Sofie, Franzén, Stefan, Abrahamsson, Birgitta, Carlsson, Katarina Steen, Rosengren, Anders H.

“…The lack of effective, scalable solutions for lifestyle treatment is a global clinical problem, causing severe morbidity and mortality. We developed a method…”
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A comparative evaluation and analysis of three generations of Distributional Semantic Models by Lenci, Alessandro, Sahlgren, Magnus, Jeuniaux, Patrick, Cuba Gyllensten, Amaru, Miliani, Martina

“…Distributional semantics has deeply changed in the last decades. First, predict models stole the thunder from traditional count ones, and more recently both of…”
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A Distributional Semantic Online Lexicon for Linguistic Explorations of Societies by Dahlberg, Stefan, Axelsson, Sofia, Gyllensten, Amaru Cuba, Sahlgren, Magnus, Ekgren, Ariel, Holmberg, Sören, Schwarz, Jonas Andersson

“…Linguistic Explorations of Societies (LES) is an interdisciplinary research project with scholars from the fields of political science, computer science, and…”
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R-grams: Unsupervised Learning of Semantic Units in Natural Language by Ekgren, Ariel, Gyllensten, Amaru Cuba, Sahlgren, Magnus

“…This paper investigates data-driven segmentation using Re-Pair or Byte Pair Encoding-techniques. In contrast to previous work which has primarily been focused…”
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SWEb: A Large Web Dataset for the Scandinavian Languages by Norlund, Tobias, Isbister, Tim, Gyllensten, Amaru Cuba, Santos, Paul Dos, Petrelli, Danila, Ekgren, Ariel, Sahlgren, Magnus

“…This paper presents the hitherto largest pretraining dataset for the Scandinavian languages: the Scandinavian WEb (SWEb), comprising over one trillion tokens…”
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Measuring Issue Ownership using Word Embeddings by Gyllensten, Amaru Cuba, Sahlgren, Magnus

“…Sentiment and topic analysis are common methods used for social media monitoring. Essentially, these methods answers questions such as, "what is being talked…”
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Distributional Term Set Expansion by Gyllensten, Amaru Cuba, Sahlgren, Magnus

“…This paper is a short empirical study of the performance of centrality and classification based iterative term set expansion methods for distributional…”
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The Nordic Pile: A 1.2TB Nordic Dataset for Language Modeling by Öhman, Joey, Verlinden, Severine, Ekgren, Ariel, Gyllensten, Amaru Cuba, Isbister, Tim, Gogoulou, Evangelia, Carlsson, Fredrik, Sahlgren, Magnus

“…Pre-training Large Language Models (LLMs) require massive amounts of text data, and the performance of the LLMs typically correlates with the scale and quality…”
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GPT-SW3: An Autoregressive Language Model for the Nordic Languages by Ekgren, Ariel, Gyllensten, Amaru Cuba, Stollenwerk, Felix, Öhman, Joey, Isbister, Tim, Gogoulou, Evangelia, Carlsson, Fredrik, Heiman, Alice, Casademont, Judit, Sahlgren, Magnus

“…This paper details the process of developing the first native large generative language model for the Nordic languages, GPT-SW3. We cover all parts of the…”
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A comparative evaluation and analysis of three generations of Distributional Semantic Models by Lenci, Alessandro, Sahlgren, Magnus, Jeuniaux, Patrick, Gyllensten, Amaru Cuba, Miliani, Martina

“…Distributional semantics has deeply changed in the last decades. First, predict models stole the thunder from traditional count ones, and more recently both of…”
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Navigating the Semantic Horizon using Relative Neighborhood Graphs by Gyllensten, Amaru Cuba, Sahlgren, Magnus

“…This paper is concerned with nearest neighbor search in distributional semantic models. A normal nearest neighbor search only returns a ranked list of…”
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