Search results
- 1.0577167 - ÚI 2024 RIV US eng C - Conference Paper (international conference)
Mushtaq, U. - Cabessa, Jérémie
Argument Mining with Modular BERT and Transfer Learning.
IJCNN 2023 Conference Proceedings. Piscataway: IEEE, 2023, č. článku 191330. ISBN 978-1-6654-8867-9.
[IJCNN 2023: International Joint Conference on Neural Networks /36./. Queensland (AU), 18.06.2023-23.06.2023]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Argument Mining * BERT * Features as Text * modular BERT * NLP * Transfer Learning
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: https://hdl.handle.net/11104/0346396 - 2.0565960 - ÚI 2023 RIV DE eng C - Conference Paper (international conference)
Yorsh, U. - Behr, A. S. - Kockmann, N. - Holeňa, Martin
Text-to-Ontology Mapping via Natural Language Processing Models.
Proceedings of the 22st Conference Information Technologies – Applications and Theory (ITAT 2022). Aachen: Technical University & CreateSpace Independent Publishing, 2022 - (Ciencialová, L.; Holeňa, M.; Jajcay, R.; Jajcayová, R.; Mráz, F.; Pardubská, D.; Plátek, M.), s. 28-34. ISSN 1613-0073.
[ITAT 2022: Conference Information Technologies - Applications and Theory /22./. Zuberec (SK), 23.09.2022-27.09.2022]
Institutional support: RVO:67985807
Keywords : text analysis * language models * fastText * BERT * matching text to ontologies
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://ceur-ws.org/Vol-3226/paper3.pdf
Permanent Link: https://hdl.handle.net/11104/0337425 - 3.0562588 - ÚI 2024 RIV SG eng C - Conference Paper (international conference)
Cabessa, Jérémie - Hernault, H. - Lamonato, Y. - Rochat, M. - Levy, Y. Z.
The EsnTorch Library: Effcient Implementation of Transformer-Based Echo State Networks.
Neural Information Processing. 29th International Conference, ICONIP 2022, Proceedings, Part VII. Singapore: Springer, 2023 - (Tanveer, M.; Agarwal, A.; Ozawa, S.; Ekbal, A.; Jatowt, A.), s. 235-246. Communications in Computer and Information Science, 1794. ISBN 978-981991647-4. ISSN 1865-0929.
[ICONIP 2022: The International Conference on Neural Information Processing /29./. Indore / Virtual (IN), 22.11.2022-26.11.2022]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : reservoir computing * echo state networks * natural language processing (NLP) * text classification * transformers * BERT * python library * Hugging Face
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.1007/978-981-99-1648-1_20
Permanent Link: https://hdl.handle.net/11104/0334891 - 4.0562585 - ÚI 2024 RIV SG eng C - Conference Paper (international conference)
Mushtaq, U. - Cabessa, Jérémie
Argument Classification with BERT plus Contextual, Structural and Syntactic Features as Text.
Neural Information Processing. 29th International Conference, ICONIP 2022, Proceedings, Part VII. Singapore: Springer, 2023 - (Tanveer, M.; Agarwal, A.; Ozawa, S.; Ekbal, A.; Jatowt, A.), s. 622-633. Communications in Computer and Information Science, 1794. ISBN 978-981991647-4. ISSN 1865-0929.
[ICONIP 2022: The International Conference on Neural Information Processing /29./. Indore / Virtual (IN), 22.11.2022-26.11.2022]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Argument Mining * BERT * Features as Text * NLP * Prompting * Text Classification
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.1007/978-981-99-1639-9_52
Permanent Link: https://hdl.handle.net/11104/0334888