Magnus Sahlgren

102 papers A* 8A 5B 9C 2Journal 31Unranked 46

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Culture, Language, and Generative Language Models. Commun. ACM Jussi Karlgren, Magnus Sahlgren
2025	—	`conf`	ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality, 2025 Edition. ECIR (5) Jussi Karlgren, Ekaterina Artemova, Ondrej Bojar, Vladislav Mikhailov, Magnus Sahlgren, Erik Velldal, Lilja Øvrelid
2025	J	`jnl`	If open source is to win, it must go public. CoRR Joshua Tan, Nicholas Vincent, Katherine Elkins, Magnus Sahlgren
2025	A*	`conf`	SWEb: A Large Web Dataset for the Scandinavian Languages. ICLR Tobias Norlund, Tim Isbister, Amaru Cuba Gyllensten, Paul Gabriel dos Santos, Danila Petrelli, Ariel Ekgren, Magnus Sahlgren
2024	A*	`conf`	Branch-GAN: Improving Text Generation with (not so) Large Language Models. ICLR Fredrik Carlsson, Johan Broberg, Erik Hillbom, Magnus Sahlgren, Joakim Nivre
2024	—	`conf`	ELOQUENT 2024 - Robustness Task. CLEF (Working Notes) Magnus Sahlgren, Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Aarne Talman, Shorouq Zahra
2024	—	`conf`	ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality. ECIR (5) Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Liane Guillou, Joakim Nivre, Magnus Sahlgren, Aarne Talman
2024	—	`conf`	GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages. LREC/COLING Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Judit Casademont, Magnus Sahlgren
2024	—	`conf`	Overview of ELOQUENT 2024 - Shared Tasks for Evaluating Generative Language Model Quality. CLEF (2) Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Liane Guillou, Joakim Nivre, Magnus Sahlgren, Aarne Talman, Shorouq Zahra
2024	J	`jnl`	SWEb: A Large Web Dataset for the Scandinavian Languages. CoRR Tobias Norlund, Tim Isbister, Amaru Cuba Gyllensten, Paul Gabriel dos Santos, Danila Petrelli, Ariel Ekgren, Magnus Sahlgren
2023	J	`jnl`	GPT-SW3: An Autoregressive Language Model for the Nordic Languages. CoRR Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Alice Heiman, Judit Casademont, Magnus Sahlgren
2023	A*	`conf`	Superlim: A Swedish Language Understanding Evaluation Benchmark. EMNLP Aleksandrs Berdicevskis, Gerlof Bouma, Robin Kurtz, Felix Morger, Joey Öhman, Yvonne Adesam, Lars Borin, Dana Dannélls, Markus Forsberg, Tim Isbister, Anna Lindahl, Martin Malmsten, Faton Rekathati, Magnus Sahlgren, Elena Volodina, Love Börjeson, Simon Hengchen, Nina Tahmasebi
2023	J	`jnl`	The Nordic Pile: A 1.2TB Nordic Dataset for Language Modeling. CoRR Joey Öhman, Severine Verlinden, Ariel Ekgren, Amaru Cuba Gyllensten, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Magnus Sahlgren
2022	J	`jnl`	A comparative evaluation and analysis of three generations of Distributional Semantic Models. Lang. Resour. Evaluation Alessandro Lenci, Magnus Sahlgren, Patrick Jeuniaux, Amaru Cuba Gyllensten, Martina Miliani
2022	B	`conf`	Cross-lingual Transfer of Monolingual Models. LREC Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren
2022	B	`conf`	Cross-lingual and Multilingual CLIP. LREC Fredrik Carlsson, Philipp Eisen, Faton Rekathati, Magnus Sahlgren
2022	J	`jnl`	Effect of self-managed lifestyle treatment on glycemic control in patients with type 2 diabetes. npj Digit. Medicine Chinmay Kumar Dwibedi, Emelia Mellergård, Amaru Cuba Gyllensten, Kristoffer Nilsson, Annika S. Axelsson, Malin Bäckman, Magnus Sahlgren, Stephen H. Friend, Sofie Persson, Stefan Franzén, Birgitta Abrahamsson, Katarina Steen Carlsson, Anders H. Rosengren
2022	—	`conf`	Fine-Grained Controllable Text Generation Using Non-Residual Prompting. ACL (1) Fredrik Carlsson, Joey Öhman, Fangyu Liu, Severine Verlinden, Joakim Nivre, Magnus Sahlgren
2022	B	`conf`	Lessons Learned from GPT-SW3: Building the First Large-Scale Generative Language Model for Swedish. LREC Ariel Ekgren, Amaru Cuba Gyllensten, Evangelia Gogoulou, Alice Heiman, Severine Verlinden, Joey Öhman, Fredrik Carlsson, Magnus Sahlgren
2021	J	`jnl`	A comprehensive comparative evaluation and analysis of Distributional Semantic Models. CoRR Alessandro Lenci, Magnus Sahlgren, Patrick Jeuniaux, Amaru Cuba Gyllensten, Martina Miliani
2021	J	`jnl`	Cross-lingual Transfer of Monolingual Models. CoRR Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren
2021	—	`conf`	Decentralized Word2Vec Using Gossip Learning. NoDaLiDa Abdul Aziz Alkathiri, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
2021	J	`jnl`	Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. CoRR Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
2021	—	`conf`	It's Basically the Same Language Anyway: the Case for a Nordic Language Model. NoDaLiDa Magnus Sahlgren, Fredrik Carlsson, Fredrik Olsson, Love Börjeson
2021	A	`conf`	Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy. EACL Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo, Magnus Sahlgren
2021	A*	`conf`	Semantic Re-tuning with Contrastive Tension. ICLR Fredrik Carlsson, Amaru Cuba Gyllensten, Evangelia Gogoulou, Erik Ylipää Hellqvist, Magnus Sahlgren
2021	—	`conf`	Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? NoDaLiDa Tim Isbister, Fredrik Carlsson, Magnus Sahlgren
2021	J	`jnl`	Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? CoRR Tim Isbister, Fredrik Carlsson, Magnus Sahlgren
2021	J	`jnl`	The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. CoRR Magnus Sahlgren, Fredrik Carlsson
2021	J	`jnl`	The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. Frontiers Artif. Intell. Magnus Sahlgren, Fredrik Carlsson
2021	J	`jnl`	We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing. CoRR Fredrik Olsson, Magnus Sahlgren
2020	J	`jnl`	Data Readiness for Natural Language Processing. CoRR Fredrik Olsson, Magnus Sahlgren
2020	J	`jnl`	GDTM: Graph-based Dynamic Topic Models. Prog. Artif. Intell. Kambiz Ghoorchian, Magnus Sahlgren
2020	—	`conf`	Rethinking Topic Modelling: From Document-Space to Term-Space. EMNLP (Findings) Magnus Sahlgren
2020	—	`conf`	SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection. SemEval@COLING Amaru Cuba Gyllensten, Evangelia Gogoulou, Ariel Ekgren, Magnus Sahlgren
2020	J	`jnl`	Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity. CoRR Tim Isbister, Magnus Sahlgren
2019	A*	`conf`	Enriching Word Embeddings with a Regressor Instead of Labeled Corpora. AAAI Mohamed Abdalla, Magnus Sahlgren, Graeme Hirst
2019	—	`conf`	Gender Bias in Pretrained Swedish Embeddings. NODALIDA Magnus Sahlgren, Fredrik Olsson
2019	J	`jnl`	Learning machines in Internet-delivered psychological treatment. Prog. Artif. Intell. Magnus Boman, Fehmi Ben Abdesslem, Erik Forsell, Daniel Gillblad, Olof Görnerup, Nils Hentati Isacsson, Magnus Sahlgren, Viktor Kaldo
2018	B	`conf`	Analysis of Open Answers to Survey Questions through Interactive Clustering and Theme Extraction. CHIIR Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Lars Hamberg, Magnus Sahlgren
2018	—	`conf`	Design Methods to Investigate User Experiences of Artificial Intelligence. AAAI Spring Symposia Karey Helms, Barry A. T. Brown, Magnus Sahlgren, Airi Lampinen
2018	B	`conf`	Distributional Term Set Expansion. LREC Amaru Cuba Gyllensten, Magnus Sahlgren
2018	J	`jnl`	Distributional Term Set Expansion. CoRR Amaru Cuba Gyllensten, Magnus Sahlgren
2018	—	`conf`	Learning Machines. AAAI Spring Symposia Magnus Boman, Magnus Sahlgren, Olof Görnerup, Daniel Gillblad
2018	—	`conf`	Learning Representations for Detecting Abusive Language. ALW Magnus Sahlgren, Tim Isbister, Fredrik Olsson
2018	—	`conf`	Measuring Issue Ownership using Word Embeddings. WASSA@EMNLP Amaru Cuba Gyllensten, Magnus Sahlgren
2018	J	`jnl`	Measuring Issue Ownership using Word Embeddings. CoRR Amaru Cuba Gyllensten, Magnus Sahlgren
2018	J	`jnl`	Monitoring Targeted Hate in Online Environments. CoRR Tim Isbister, Magnus Sahlgren, Lisa Kaati, Milan Obaidi, Nazar Akrami
2018	J	`jnl`	R-grams: Unsupervised Learning of Semantic Units in Natural Language. CoRR Ariel Ekgren, Amaru Cuba Gyllensten, Magnus Sahlgren
2018	—	`conf`	The Smart Data Layer. AAAI Spring Symposia Magnus Sahlgren, Erik Ylipää, Barry A. T. Brown, Karey Helms, Airi Lampinen, Donald McMillan, Jussi Karlgren
2017	J	`jnl`	Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Trans. Interact. Intell. Syst. Kostiantyn Kucher, Carita Paradis, Magnus Sahlgren, Andreas Kerren
2017	J	`jnl`	Random indexing of multidimensional data. Knowl. Inf. Syst. Fredrik Sandin, Blerim Emruli, Magnus Sahlgren
2017	J	`jnl`	Visual Analysis of Relationships between Heterogeneous Networks and Texts: An Application on the IEEE VIS Publication Dataset. Informatics Björn Zimmer, Magnus Sahlgren, Andreas Kerren
2016	—	`conf`	Active learning for detection of stance components. PEOPLES@COLING Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren
2016	—	`conf`	Parameterized context windows in Random Indexing. Rep4NLP@ACL Tobias Norlund, David Nilsson, Magnus Sahlgren
2016	A*	`conf`	The Effects of Data Size and Frequency Range on Distributional Semantic Models. EMNLP Magnus Sahlgren, Alessandro Lenci
2016	J	`jnl`	The Effects of Data Size and Frequency Range on Distributional Semantic Models. CoRR Magnus Sahlgren, Alessandro Lenci
2016	B	`conf`	The Gavagai Living Lexicon. LREC Magnus Sahlgren, Amaru Cuba Gyllensten, Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Akshay Viswanathan, Anders Holst
2016	—	`conf`	Unshared task: (Dis)agreement in online debates. ArgMining@ACL Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren
2016	—	`conf`	Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
2016	J	`jnl`	Visual analysis of online social media to open up the investigation of stance phenomena. Inf. Vis. Kostiantyn Kucher, Teri Schamp-Bjerede, Andreas Kerren, Carita Paradis, Magnus Sahlgren
2015	—	`conf`	Detecting speculations, contrasts and conditionals in consumer reviews. WASSA@EMNLP Maria Skeppstedt, Teri Schamp-Bjerede, Magnus Sahlgren, Carita Paradis, Andreas Kerren
2015	J	`jnl`	Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation. Comput. Intell. Neurosci. Gabriel Recchia, Magnus Sahlgren, Pentti Kanerva, Michael N. Jones
2015	—	`conf`	Evaluating Learning Language Representations. CLEF Jussi Karlgren, Jimmy Callin, Kevyn Collins-Thompson, Amaru Cuba Gyllensten, Ariel Ekgren, David Jurgens, Anna Korhonen, Fredrik Olsson, Magnus Sahlgren, Hinrich Schütze
2015	A*	`conf`	Factorization of Latent Variables in Distributional Semantic Models. EMNLP Arvid Österlund, David Ödling, Magnus Sahlgren
2015	A*	`conf`	Navigating the Semantic Horizon using Relative Neighborhood Graphs. EMNLP Amaru Cuba Gyllensten, Magnus Sahlgren
2015	J	`jnl`	Navigating the Semantic Horizon using Relative Neighborhood Graphs. CoRR Amaru Cuba Gyllensten, Magnus Sahlgren
2014	—	`conf`	STAVICTA Group Report for RepLab 2014 Reputation Dimension Task. CLEF (Working Notes) Afshin Rahimi, Magnus Sahlgren, Andreas Kerren, Carita Paradis
2014	—	`conf`	Visual analysis of stance markers in online social media. IEEE VAST Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
2012	—	`conf`	Profiling Reputation of Corporate Entities in Semantic Space. CLEF (Online Working Notes/Labs/Workshop) Jussi Karlgren, Magnus Sahlgren, Fredrik Olsson, Fredrik Espinoza, Ola Hamfors
2012	A	`conf`	Usefulness of Sentiment Analysis. ECIR Jussi Karlgren, Magnus Sahlgren, Fredrik Olsson, Fredrik Espinoza, Ola Hamfors
2011	J	`jnl`	Incremental dimension reduction of tensors with random index CoRR Fredrik Sandin, Blerim Emruli, Magnus Sahlgren
2010	A	`conf`	Between Bags and Trees - Constructional Patterns in Text Used for Attitude Identification. ECIR Jussi Karlgren, Gunnar Eriksson, Magnus Sahlgren, Oscar Täckström
2009	A	`conf`	Terminology mining in social media. CIKM Magnus Sahlgren, Jussi Karlgren
2008	—	`conf`	Buzz Monitoring in Word Space. EuroISI Magnus Sahlgren, Jussi Karlgren
2008	A	`conf`	Filaments of Meaning in Word Space. ECIR Jussi Karlgren, Anders Holst, Magnus Sahlgren
2007	—	`conf`	SICS: Valence annotation based on seeds in word space. SemEval@ACL Magnus Sahlgren, Jussi Karlgren, Gunnar Eriksson
2006	—	`conf`	Consensus and Opinions; Quality and Churn. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs Fredrik Olsson, Jussi Karlgren, Preben Hansen, Martin Svensson, Rickard Cöster, Magnus Sahlgren
2006	—	`—`	The Word-Space Model: using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces. Magnus Sahlgren
2006	B	`conf`	Towards pertinent evaluation methodologies for word-space models. LREC Magnus Sahlgren
2005	J	`jnl`	Automatic bilingual lexicon acquisition using random indexing of parallel corpora. Nat. Lang. Eng. Magnus Sahlgren, Jussi Karlgren
2005	C	`conf`	Counting Lumps in Word Space: Density as a Measure of Corpus Homogeneity. SPIRE Magnus Sahlgren, Jussi Karlgren
2005	—	`conf`	Creating bilingual lexica using reference wordlists for alignment of monolingual semantic vector spaces. NODALIDA Jon Holmlund, Magnus Sahlgren, Jussi Karlgren
2005	—	`conf`	Dictionary-Based Amharic-French Information Retrieval. CLEF Atelach Alemu Argaw, Lars Asker, Rickard Cöster, Jussi Karlgren, Magnus Sahlgren
2005	—	`conf`	Dictionary-based Amharic-French Information Retrieval. CLEF (Working Notes) Atelach Alemu Argaw, Lars Asker, Rickard Cöster, Jussi Karlgren, Magnus Sahlgren
2005	—	`conf`	Principled Query Processing. CLEF (Working Notes) Jussi Karlgren, Magnus Sahlgren, Rickard Cöster
2005	C	`conf`	Unsupervised Evaluation of Parser Robustness. CICLing Johnny Bigert, Jonas Sjöbergh, Ola Knutsson, Magnus Sahlgren
2005	—	`conf`	Weighting Query Terms Based on Distributional Statistics. CLEF Jussi Karlgren, Magnus Sahlgren, Rickard Cöster
2004	B	`conf`	Automatic Bilingual Lexicon Acquisition Using Random Indexing of Aligned Bilingual Data. LREC Magnus Sahlgren
2004	—	`conf`	Bookmarking, Thesaurus, and Cooperation in Bilingual Question Answering. CLEF (Working Notes) Jussi Karlgren, Preben Hansen, Magnus Sahlgren
2004	—	`conf`	Cooperation, Bookmarking, and Thesaurus in Interactive Bilingual Question Answering. CLEF Preben Hansen, Jussi Karlgren, Magnus Sahlgren
2004	—	`conf`	Dynamic Lexica for Query Translation. CLEF (Working Notes) Jussi Karlgren, Magnus Sahlgren, Timo Järvinen, Rickard Cöster
2004	—	`conf`	Dynamic Lexica for Query Translation. CLEF Jussi Karlgren, Magnus Sahlgren, Timo Järvinen, Rickard Cöster
2004	B	`conf`	Using Bag-of-Concepts to Improve the Performance of Support Vector Machines in Text Categorization. COLING Magnus Sahlgren, Rickard Cöster
2003	—	`conf`	Selective Compound Splitting of Swedish Queries for Boolean Combinations of Truncated Terms. CLEF Rickard Cöster, Magnus Sahlgren, Jussi Karlgren
2003	—	`conf`	Selective Compound Splitting of Swedish Queries for Boolean Combinations of Truncated Terms. CLEF (Working Notes) Rickard Cöster, Magnus Sahlgren, Jussi Karlgren
2002	—	`conf`	Automatic Query Expansion Using Random Indexing. CLEF Magnus Sahlgren, Jussi Karlgren, Rickard Cöster, Timo Järvinen
2002	—	`conf`	English-Japanese Cross-lingual Query Expansion Using Random Indexing of Aligned Bilingual Text Data. NTCIR Magnus Sahlgren, Preben Hansen, Jussi Karlgren
2002	—	`conf`	SICS at CLEF 2002: Automatic Query Expansion using Random Indexing. CLEF (Working Notes) Magnus Sahlgren, Jussi Karlgren, Rickard Cöster, Timo Järvinen
2001	—	`conf`	Using Linguistic Information to Improve the Performance of Vector-Based Semantic Analysis. NODALIDA Magnus Sahlgren, David Swanberg
2001	—	`conf`	Vector-Based Semantic Analysis Using Random Indexing for Cross-Lingual Query Expansion. CLEF Magnus Sahlgren, Jussi Karlgren
2001	—	`conf`	Vector-based Semantic Analysis using Random Indexing and Morphological Analysis for Cross-Lingual Information Retrieval. CLEF (Working Notes) Jussi Karlgren, Magnus Sahlgren