David Samuel

According to our database, David Samuel authored at least 30 papers between 1990 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

An Expanded Massive Multilingual Dataset for High-Performance Language Technologies.

Laurie Burchell, Ona de Gibert, Nikolay Arefyev, Mikko Aulamo, Marta Bañón, Pinzhen Chen, Mariia Fedorova, Liane Guillou, Barry Haddow, Jan Hajic, Jindrich Helcl, Erik Henriksson, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O'Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dusan Varis, Tereza Vojtechová, Jaume Zaragoza-Bernabeu

CoRR, March, 2025

Multi-label Scandinavian Language Identification (SLIDE).

Mariia Fedorova, Jonas Sebulon Frydenberg, Victoria Handford, Victoria Ovedie Chruickshank Langø, Solveig Helene Willoch, Marthe Løken Midtgaard, Yves Scherrer, Petter Mæhlum, David Samuel

CoRR, February, 2025

Small Languages, Big Models: A Study of Continual Training on Languages of Norway.

David Samuel, Vladislav Mikhailov, Erik Velldal, Lilja Øvrelid, Lucas Georges Gabriel Charpentier, Andrey Kutuzov, Stephan Oepen

Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies, 2025

The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective.

Javier de la Rosa, Vladislav Mikhailov, Lemei Zhang, Freddy Wetjen, David Samuel, Peng Liu, Rolv-Arild Braaten, Petter Mæhlum, Magnus Breder Birkenes, Andrey Kutuzov, Tita Ranveig Enstad, Hans Christian Farsethås, Svein Arne Brygfjeld, Jon Atle Gulla, Stephan Oepen, Erik Velldal, Wilfred Østgulen, Lilja Øvrelid, Aslak Sira Myhre

Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies, 2025

NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark.

Vladislav Mikhailov, Tita Ranveig Enstad, David Samuel, Hans Christian Farsethås, Andrey Kutuzov, Erik Velldal, Lilja Øvrelid

Proceedings of the Findings of the Association for Computational Linguistics, 2025

An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT).

Laurie Burchell, Ona De Gibert Bonet, Nikolay Arefyev, Mikko Aulamo, Marta Bañón, Pinzhen Chen, Mariia Fedorova, Liane Guillou, Barry Haddow, Jan Hajic, Jindrich Helcl, Erik Henriksson, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O'Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dusan Varis, Tereza Vojtechová, Jaume Zaragoza-Bernabeu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective.

Javier de la Rosa, Vladislav Mikhailov, Lemei Zhang, Freddy Wetjen, David Samuel, Peng Liu, Rolv-Arild Braaten, Petter Mæhlum, Magnus Breder Birkenes, Andrey Kutuzov, Tita Ranveig Enstad, Svein Arne Brygfjeld, Jon Atle Gulla, Stephan Oepen, Erik Velldal, Wilfred Østgulen, Lilja Øvrelid, Aslak Sira Myhre

CoRR, 2024

Small Languages, Big Models: A Study of Continual Training on Languages of Norway.

David Samuel, Vladislav Mikhailov, Erik Velldal, Lilja Øvrelid, Lucas Georges Gabriel Charpentier, Andrey Kutuzov

CoRR, 2024

GPT or BERT: why not both?

Lucas Georges Gabriel Charpentier, David Samuel

CoRR, 2024

It's Difficult to be Neutral - Human and LLM-based Sentiment Annotation of Patient Comments.

Petter Mæhlum, David Samuel, Rebecka Maria Norman, Elma Jelin, Øyvind Andresen Bjertnæs, Lilja Øvrelid, Erik Velldal

CoRR, 2024

BERTs are Generative In-Context Learners.

David Samuel

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

More room for language: Investigating the effect of retrieval on language models.

David Samuel, Lucas Georges Gabriel Charpentier, Sondre Wold

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

2023

Not all layers are equally as important: Every Layer Counts BERT.

Lucas Georges Gabriel Charpentier, David Samuel

CoRR, 2023

Mean BERTs make erratic language teachers: the effectiveness of latent bootstrapping in low-resource settings.

David Samuel

CoRR, 2023

NorBench - A Benchmark for Norwegian Language Models.

David Samuel, Andrey Kutuzov, Samia Touileb, Erik Velldal, Lilja Øvrelid, Egil Rønningstad, Elina Sigdel, Anna Palatkina

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

NoCoLA: The Norwegian Corpus of Linguistic Acceptability.

Matias Jentoft, David Samuel

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer.

Lucas Georges Gabriel Charpentier, Sondre Wold, David Samuel, Egil Rønningstad

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

Trained on 100 million words and still in shape: BERT meets British National Corpus.

David Samuel, Andrey Kutuzov, Lilja Øvrelid, Erik Velldal

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Tokenization with Factorized Subword Encoding.

David Samuel, Lilja Øvrelid

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction.

Huiling You, David Samuel, Samia Touileb, Lilja Øvrelid

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

EventGraph: Event Extraction as Semantic Graph Parsing.

Huiling You, David Samuel, Samia Touileb, Lilja Øvrelid

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

Direct parsing to sentiment graphs.

David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

RobeCzech: Czech RoBERTa, a Monolingual Contextualized Language Representation Model.

Milan Straka, Jakub Náplava, Jana Straková, David Samuel

Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021

ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5.

David Samuel, Milan Straka

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

2020

A2Cloud-RF: A random forest based statistical framework to guide resource selection for high-performance scientific computing on the cloud.

David Samuel, Syeduzzaman Khan, Cody J. Balos, Zachariah Abuelhaj, Anthony D. Dutoi, Chadi Kari, David Mueller, Vivek K. Pallipuram

Concurr. Comput. Pract. Exp., 2020

A2Cloud-cc: A Machine Learning Council to Guide Cloud Resource Selection for Scientific Applications.

Lisa Her, Syeduzzaman Khan, David Samuel, Xusheng Ai, Sixia Chen, Vivek K. Pallipuram

Proceedings of the 19th IEEE International Symposium on Network Computing and Applications, 2020

Meta-Learning Extractors for Music Source Separation.

David Samuel, Aditya Ganeshan, Jason Naradowsky

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN.

David Samuel, Milan Straka

Proceedings of the CoNLL 2020 Shared Task: Cross-Framework Meaning Representation Parsing, 2020

2019

Composing Multi-Instrumental Music with Recurrent Neural Networks.

David Samuel, Martin Pilát

Proceedings of the International Joint Conference on Neural Networks, 2019

1990

Computing the external geodesic diameter of a simple polygon.

David Samuel, Godfried T. Toussaint

Computing, 1990