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Publication search results
found 97 matches
- 2024
- Magnus Sahlgren, Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Aarne Talman, Shorouq Zahra:
ELOQUENT 2024 - Robustness Task. CLEF (Working Notes) 2024: 703-707 - 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: 7886-7900 - 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: 459-465 - Fredrik Carlsson, Johan Broberg, Erik Hillbom, Magnus Sahlgren, Joakim Nivre:
Branch-GAN: Improving Text Generation with (not so) Large Language Models. ICLR 2024 - 2023
- 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: 8137-8153 - 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 abs/2303.17183 (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 abs/2305.12987 (2023) - 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): 1269-1313 (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, Joey Öhman, Fangyu Liu, Severine Verlinden, Joakim Nivre, Magnus Sahlgren:
Fine-Grained Controllable Text Generation Using Non-Residual Prompting. ACL (1) 2022: 6837-6857 - Fredrik Carlsson, Philipp Eisen, Faton Rekathati, Magnus Sahlgren:
Cross-lingual and Multilingual CLIP. LREC 2022: 6848-6854 - 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: 3509-3518 - Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren:
Cross-lingual Transfer of Monolingual Models. LREC 2022: 948-955 - 2021
- Magnus Sahlgren, Fredrik Carlsson:
The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. Frontiers Artif. Intell. 4: 682578 (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: 575-580 - Fredrik Carlsson, Amaru Cuba Gyllensten, Evangelia Gogoulou, Erik Ylipää Hellqvist, Magnus Sahlgren:
Semantic Re-tuning with Contrastive Tension. ICLR 2021 - Abdul Aziz Alkathiri, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren:
Decentralized Word2Vec Using Gossip Learning. NoDaLiDa 2021: 373-377 - Tim Isbister, Fredrik Carlsson, Magnus Sahlgren:
Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? NoDaLiDa 2021: 385-390 - Magnus Sahlgren, Fredrik Carlsson, Fredrik Olsson, Love Börjeson:
It's Basically the Same Language Anyway: the Case for a Nordic Language Model. NoDaLiDa 2021: 367-372 - Magnus Sahlgren, Fredrik Carlsson:
The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point. CoRR abs/2102.04310 (2021) - Fredrik Carlsson Magnus Sahlgren:
Sentence Embeddings by Ensemble Distillation. CoRR abs/2104.06719 (2021) - Tim Isbister, Fredrik Carlsson, Magnus Sahlgren:
Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? CoRR abs/2104.10441 (2021) - Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren:
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. CoRR abs/2105.00831 (2021) - Alessandro Lenci, Magnus Sahlgren, Patrick Jeuniaux, Amaru Cuba Gyllensten, Martina Miliani:
A comprehensive comparative evaluation and analysis of Distributional Semantic Models. CoRR abs/2105.09825 (2021) - Evangelia Gogoulou, Ariel Ekgren, Tim Isbister, Magnus Sahlgren:
Cross-lingual Transfer of Monolingual Models. CoRR abs/2109.07348 (2021) - Fredrik Olsson, Magnus Sahlgren:
We Need to Talk About Data: The Importance of Data Readiness in Natural Language Processing. CoRR abs/2110.05464 (2021) - 2020
- Kambiz Ghoorchian, Magnus Sahlgren:
GDTM: Graph-based Dynamic Topic Models. Prog. Artif. Intell. 9(3): 195-207 (2020) - Magnus Sahlgren:
Rethinking Topic Modelling: From Document-Space to Term-Space. EMNLP (Findings) 2020: 2250-2259 - Amaru Cuba Gyllensten, Evangelia Gogoulou, Ariel Ekgren, Magnus Sahlgren:
SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection. SemEval@COLING 2020: 112-118 - Fredrik Olsson, Magnus Sahlgren:
Data Readiness for Natural Language Processing. CoRR abs/2009.02043 (2020)
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