Magnus Sahlgren

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 55

Top Topics

Natural Language

Semantic Models

Visual Analysis

Top Venues

Publications

Magnus Sahlgren, Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Aarne Talman, Shorouq Zahra
ELOQUENT 2024 - Robustness Task. CLEF (Working Notes) (2024)
Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Judit Casademont, Magnus Sahlgren
GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages. LREC/COLING (2024)
Fredrik Carlsson, Johan Broberg, Erik Hillbom, Magnus Sahlgren, Joakim Nivre
Branch-GAN: Improving Text Generation with (not so) Large Language Models. ICLR (2024)
Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Liane Guillou, Joakim Nivre, Magnus Sahlgren, Aarne Talman
ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality. ECIR (5) (2024)
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
Superlim: A Swedish Language Understanding Evaluation Benchmark. EMNLP (2023)
Joey Öhman, Severine Verlinden, Ariel Ekgren, Amaru Cuba Gyllensten, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Magnus Sahlgren
The Nordic Pile: A 1.2TB Nordic Dataset for Language Modeling. CoRR (2023)
Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister, Evangelia Gogoulou, Fredrik Carlsson, Alice Heiman, Judit Casademont, Magnus Sahlgren
GPT-SW3: An Autoregressive Language Model for the Nordic Languages. CoRR (2023)
Ariel Ekgren, Amaru Cuba Gyllensten, Evangelia Gogoulou, Alice Heiman, Severine Verlinden, Joey Öhman, Fredrik Carlsson, Magnus Sahlgren
Lessons Learned from GPT-SW3: Building the First Large-Scale Generative Language Model for Swedish. LREC (2022)
Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren
Cross-lingual Transfer of Monolingual Models. LREC (2022)
Alessandro Lenci, Magnus Sahlgren, Patrick Jeuniaux, Amaru Cuba Gyllensten, Martina Miliani
A comparative evaluation and analysis of three generations of Distributional Semantic Models. Lang. Resour. Evaluation 56 (4) (2022)
Fredrik Carlsson, Joey Öhman, Fangyu Liu, Severine Verlinden, Joakim Nivre, Magnus Sahlgren
Fine-Grained Controllable Text Generation Using Non-Residual Prompting. ACL (1) (2022)
Chinmay 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
Effect of self-managed lifestyle treatment on glycemic control in patients with type 2 diabetes. npj Digit. Medicine 5 (2022)
Fredrik Carlsson, Philipp Eisen, Faton Rekathati, Magnus Sahlgren
Cross-lingual and Multilingual CLIP. LREC (2022)
Alessandro Lenci, Magnus Sahlgren, Patrick Jeuniaux, Amaru Cuba Gyllensten, Martina Miliani
A comprehensive comparative evaluation and analysis of Distributional Semantic Models. CoRR (2021)
Magnus Sahlgren, Fredrik Carlsson, Fredrik Olsson, Love Börjeson
It's Basically the Same Language Anyway: the Case for a Nordic Language Model. NoDaLiDa (2021)
Tim Isbister, Fredrik Carlsson, Magnus Sahlgren
Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? CoRR (2021)
Magnus Sahlgren, Fredrik Carlsson
The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. CoRR (2021)
Fredrik Carlsson, Amaru Cuba Gyllensten, Evangelia Gogoulou, Erik Ylipää Hellqvist, Magnus Sahlgren
Semantic Re-tuning with Contrastive Tension. ICLR (2021)
Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren
Cross-lingual Transfer of Monolingual Models. CoRR (2021)
Tim Isbister, Fredrik Carlsson, Magnus Sahlgren
Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? NoDaLiDa (2021)
Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo, Magnus Sahlgren
Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy. EACL (2021)
Fredrik Olsson, Magnus Sahlgren
We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing. CoRR (2021)
Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. CoRR (2021)
Magnus Sahlgren, Fredrik Carlsson
The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. Frontiers Artif. Intell. 4 (2021)
Abdul Aziz Alkathiri, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
Decentralized Word2Vec Using Gossip Learning. NoDaLiDa (2021)
Kambiz Ghoorchian, Magnus Sahlgren
GDTM: Graph-based Dynamic Topic Models. Prog. Artif. Intell. 9 (3) (2020)
Magnus Sahlgren
Rethinking Topic Modelling: From Document-Space to Term-Space. EMNLP (Findings) (2020)
Tim Isbister, Magnus Sahlgren
Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity. CoRR (2020)
Amaru Cuba Gyllensten, Evangelia Gogoulou, Ariel Ekgren, Magnus Sahlgren
SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection. SemEval@COLING (2020)
Fredrik Olsson, Magnus Sahlgren
Data Readiness for Natural Language Processing. CoRR (2020)
Mohamed Abdalla, Magnus Sahlgren, Graeme Hirst
Enriching Word Embeddings with a Regressor Instead of Labeled Corpora. AAAI (2019)
Magnus Boman, Fehmi Ben Abdesslem, Erik Forsell, Daniel Gillblad, Olof Görnerup, Nils Isacsson, Magnus Sahlgren, Viktor Kaldo
Learning machines in Internet-delivered psychological treatment. Prog. Artif. Intell. 8 (4) (2019)
Magnus Sahlgren, Fredrik Olsson
Gender Bias in Pretrained Swedish Embeddings. NODALIDA (2019)
Amaru Cuba Gyllensten, Magnus Sahlgren
Distributional Term Set Expansion. CoRR (2018)
Ariel Ekgren, Amaru Cuba Gyllensten, Magnus Sahlgren
R-grams: Unsupervised Learning of Semantic Units in Natural Language. CoRR (2018)
Magnus Boman, Magnus Sahlgren, Olof Görnerup, Daniel Gillblad
Learning Machines. AAAI Spring Symposia (2018)
Amaru Cuba Gyllensten, Magnus Sahlgren
Measuring Issue Ownership using Word Embeddings. CoRR (2018)
Tim Isbister, Magnus Sahlgren, Lisa Kaati, Milan Obaidi, Nazar Akrami
Monitoring Targeted Hate in Online Environments. CoRR (2018)
Amaru Cuba Gyllensten, Magnus Sahlgren
Measuring Issue Ownership using Word Embeddings. WASSA@EMNLP (2018)
Magnus Sahlgren, Tim Isbister, Fredrik Olsson
Learning Representations for Detecting Abusive Language. ALW (2018)
Amaru Cuba Gyllensten, Magnus Sahlgren
Distributional Term Set Expansion. LREC (2018)
Karey Helms, Barry A. T. Brown, Magnus Sahlgren, Airi Lampinen
Design Methods to Investigate User Experiences of Artificial Intelligence. AAAI Spring Symposia (2018)
Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Lars Hamberg, Magnus Sahlgren
Analysis of Open Answers to Survey Questions through Interactive Clustering and Theme Extraction. CHIIR (2018)
Magnus Sahlgren, Erik Ylipää, Barry A. T. Brown, Karey Helms, Airi Lampinen, Donald McMillan, Jussi Karlgren
The Smart Data Layer. AAAI Spring Symposia (2018)
Fredrik Sandin, Blerim Emruli, Magnus Sahlgren
Random indexing of multidimensional data. Knowl. Inf. Syst. 52 (1) (2017)
Björn Zimmer, Magnus Sahlgren, Andreas Kerren
Visual Analysis of Relationships between Heterogeneous Networks and Texts: An Application on the IEEE VIS Publication Dataset. Informatics 4 (2) (2017)
Kostiantyn Kucher, Carita Paradis, Magnus Sahlgren, Andreas Kerren
Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Trans. Interact. Intell. Syst. 7 (3) (2017)
Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren
Active learning for detection of stance components. PEOPLES@COLING (2016)
Magnus Sahlgren, Alessandro Lenci
The Effects of Data Size and Frequency Range on Distributional Semantic Models. EMNLP (2016)
Magnus Sahlgren, Amaru Cuba Gyllensten, Fredrik Espinoza, Ola Hamfors, Jussi Karlgren, Fredrik Olsson, Per Persson, Akshay Viswanathan, Anders Holst
The Gavagai Living Lexicon. LREC (2016)
Magnus Sahlgren, Alessandro Lenci
The Effects of Data Size and Frequency Range on Distributional Semantic Models. CoRR (2016)
Kostiantyn Kucher, Teri Schamp-Bjerede, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual analysis of online social media to open up the investigation of stance phenomena. Inf. Vis. 15 (2) (2016)
Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren
Unshared task: (Dis)agreement in online debates. ArgMining@ACL (2016)
Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) (2016)
Tobias Norlund, David Nilsson, Magnus Sahlgren
Parameterized context windows in Random Indexing. Rep4NLP@ACL (2016)
Arvid Österlund, David Ödling, Magnus Sahlgren
Factorization of Latent Variables in Distributional Semantic Models. EMNLP (2015)
Jussi Karlgren, Jimmy Callin, Kevyn Collins-Thompson, Amaru Cuba Gyllensten, Ariel Ekgren, David Jurgens, Anna Korhonen, Fredrik Olsson, Magnus Sahlgren, Hinrich Schütze
Evaluating Learning Language Representations. CLEF (2015)
Gabriel Recchia, Magnus Sahlgren, Pentti Kanerva, Michael N. Jones
Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation. Comput. Intell. Neurosci. 2015 (2015)
Maria Skeppstedt, Teri Schamp-Bjerede, Magnus Sahlgren, Carita Paradis, Andreas Kerren
Detecting speculations, contrasts and conditionals in consumer reviews. WASSA@EMNLP (2015)
Amaru Cuba Gyllensten, Magnus Sahlgren
Navigating the Semantic Horizon using Relative Neighborhood Graphs. CoRR (2015)
Amaru Cuba Gyllensten, Magnus Sahlgren
Navigating the Semantic Horizon using Relative Neighborhood Graphs. EMNLP (2015)
Afshin Rahimi, Magnus Sahlgren, Andreas Kerren, Carita Paradis
STAVICTA Group Report for RepLab 2014 Reputation Dimension Task. CLEF (Working Notes) (2014)
Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual analysis of stance markers in online social media. IEEE VAST (2014)
Jussi Karlgren, Magnus Sahlgren, Fredrik Olsson, Fredrik Espinoza, Ola Hamfors
Usefulness of Sentiment Analysis. ECIR (2012)
Jussi Karlgren, Magnus Sahlgren, Fredrik Olsson, Fredrik Espinoza, Ola Hamfors
Profiling Reputation of Corporate Entities in Semantic Space. CLEF (Online Working Notes/Labs/Workshop) (2012)
Fredrik Sandin, Blerim Emruli, Magnus Sahlgren
Incremental dimension reduction of tensors with random index CoRR (2011)
Jussi Karlgren, Gunnar Eriksson, Magnus Sahlgren, Oscar Täckström
Between Bags and Trees - Constructional Patterns in Text Used for Attitude Identification. ECIR (2010)
Magnus Sahlgren, Jussi Karlgren
Terminology mining in social media. CIKM (2009)
Magnus Sahlgren, Jussi Karlgren
Buzz Monitoring in Word Space. EuroISI (2008)
Jussi Karlgren, Anders Holst, Magnus Sahlgren
Filaments of Meaning in Word Space. ECIR (2008)
Magnus Sahlgren, Jussi Karlgren, Gunnar Eriksson
SICS: Valence annotation based on seeds in word space. SemEval@ACL (2007)
Magnus Sahlgren
Towards pertinent evaluation methodologies for word-space models. LREC (2006)
Fredrik Olsson, Jussi Karlgren, Preben Hansen, Martin Svensson, Rickard Cöster, Magnus Sahlgren
Consensus and Opinions; Quality and Churn. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs (2006)
Jussi Karlgren, Magnus Sahlgren, Rickard Cöster
Principled Query Processing. CLEF (Working Notes) (2005)
Atelach Alemu Argaw, Lars Asker, Rickard Cöster, Jussi Karlgren, Magnus Sahlgren
Dictionary-based Amharic-French Information Retrieval. CLEF (Working Notes) (2005)
Magnus Sahlgren, Jussi Karlgren
Automatic bilingual lexicon acquisition using random indexing of parallel corpora. Nat. Lang. Eng. 11 (3) (2005)
Jon Holmlund, Magnus Sahlgren, Jussi Karlgren
Creating bilingual lexica using reference wordlists for alignment of monolingual semantic vector spaces. NODALIDA (2005)
Johnny Bigert, Jonas Sjöbergh, Ola Knutsson, Magnus Sahlgren
Unsupervised Evaluation of Parser Robustness. CICLing (2005)
Jussi Karlgren, Magnus Sahlgren, Rickard Cöster
Weighting Query Terms Based on Distributional Statistics. CLEF (2005)
Atelach Alemu Argaw, Lars Asker, Rickard Cöster, Jussi Karlgren, Magnus Sahlgren
Dictionary-Based Amharic-French Information Retrieval. CLEF (2005)
Magnus Sahlgren, Jussi Karlgren
Counting Lumps in Word Space: Density as a Measure of Corpus Homogeneity. SPIRE (2005)
Magnus Sahlgren
Automatic Bilingual Lexicon Acquisition Using Random Indexing of Aligned Bilingual Data. LREC (2004)
Jussi Karlgren, Magnus Sahlgren, Timo Järvinen, Rickard Cöster
Dynamic Lexica for Query Translation. CLEF (2004)
Magnus Sahlgren, Rickard Cöster
Using Bag-of-Concepts to Improve the Performance of Support Vector Machines in Text Categorization. COLING (2004)
Jussi Karlgren, Preben Hansen, Magnus Sahlgren
Bookmarking, Thesaurus, and Cooperation in Bilingual Question Answering. CLEF (Working Notes) (2004)
Jussi Karlgren, Magnus Sahlgren, Timo Järvinen, Rickard Cöster
Dynamic Lexica for Query Translation. CLEF (Working Notes) (2004)
Preben Hansen, Jussi Karlgren, Magnus Sahlgren
Cooperation, Bookmarking, and Thesaurus in Interactive Bilingual Question Answering. CLEF (2004)
Rickard Cöster, Magnus Sahlgren, Jussi Karlgren
Selective Compound Splitting of Swedish Queries for Boolean Combinations of Truncated Terms. CLEF (Working Notes) (2003)
Rickard Cöster, Magnus Sahlgren, Jussi Karlgren
Selective Compound Splitting of Swedish Queries for Boolean Combinations of Truncated Terms. CLEF (2003)
Magnus Sahlgren, Jussi Karlgren, Rickard Cöster, Timo Järvinen
SICS at CLEF 2002: Automatic Query Expansion using Random Indexing. CLEF (Working Notes) (2002)
Magnus Sahlgren, Preben Hansen, Jussi Karlgren
English-Japanese Cross-lingual Query Expansion Using Random Indexing of Aligned Bilingual Text Data. NTCIR (2002)
Magnus Sahlgren, Jussi Karlgren, Rickard Cöster, Timo Järvinen
Automatic Query Expansion Using Random Indexing. CLEF (2002)
Magnus Sahlgren, Jussi Karlgren
Vector-Based Semantic Analysis Using Random Indexing for Cross-Lingual Query Expansion. CLEF (2001)
Magnus Sahlgren, David Swanberg
Using Linguistic Information to Improve the Performance of Vector-Based Semantic Analysis. NODALIDA (2001)
Jussi Karlgren, Magnus Sahlgren
Vector-based Semantic Analysis using Random Indexing and Morphological Analysis for Cross-Lingual Information Retrieval. CLEF (Working Notes) (2001)