Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Lisa Beinborn"'
Autor:
Lisa Beinborn, Rochelle Choenni
Publikováno v:
Computational Linguistics, Vol 46, Iss 3, Pp 571-603 (2020)
AbstractMultilingual representations have mostly been evaluated based on their performance on specific tasks. In this article, we look beyond engineering goals and analyze the relations between languages in computational representations. We introduce
Externí odkaz:
https://doaj.org/article/c656fc8640ce4cc3adf62c9625935eab
Publikováno v:
Tufa, W T, Beinborn, L & Vossen, P 2023, A WordNet View on Crosslingual Language Models . in Proceedings of the 12th Global Wordnet Conference (GWC2023) . < https://www.hitz.eus/gwc2023/sites/default/files/aurkezpenak/GWC2023_paper_1183.pdf >
Vrije Universiteit Amsterdam
Proceedings of the 12th Global Wordnet Conference (GWC2023)
Vrije Universiteit Amsterdam
Proceedings of the 12th Global Wordnet Conference (GWC2023)
W. Tufa, W., L. Beinborn, and P. Vossen “A WordNet View on Crosslingual Language Models”, in: Proceedings of the 12th Global Wordnet Conference (GWC2023) San Sebastian, Spain, January 23-27, 2023
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::03c6e0b96414ca2b13860e493bc1fddb
https://hdl.handle.net/1871.1/852d3ff7-da18-49f9-bd59-728621d68da0
https://hdl.handle.net/1871.1/852d3ff7-da18-49f9-bd59-728621d68da0
Publikováno v:
Kamp, J, Beinborn, L & Fokkens, A 2022 ' Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition ' .
Vrije Universiteit Amsterdam
Vrije Universiteit Amsterdam
Argument Unit Recognition and Classification aims at identifying argument units from text and classifying them as pro or against. One of the design choices that need to be made when developing systems for this task is what the unit of classification
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::aba7f5f5c291d17dd5e5348736ab0d62
https://research.vu.nl/ws/files/171356953/2209.14780v1.pdf
https://research.vu.nl/ws/files/171356953/2209.14780v1.pdf
Publikováno v:
Morger, F, Brandl, S, Beinborn, L & Hollenstein, N 2022, A Cross-lingual Comparison of Human and Model Relative Word Importance . i Proceedings of the 2022 CLASP Conference on (Dis)embodiment . Association for Computational Linguistics (ACL), s. 11-23, 2022 CLASP Conference on (Dis)embodiment, Gothenburg / Online, Sverige, 15/09/2022 . < https://aclanthology.org/2022.clasp-1.2 >
University of Copenhagen
University of Copenhagen
Relative word importance is a key metric for natural language processing. In this work, we compare human and model relative word importance to investigate if pretrained neural language models focus on the same words as humans cross-lingually. We perf
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::3815dcd44f1b3333cf00bd0b260d97db
https://curis.ku.dk/ws/files/335430688/A_Cross_lingual_Comparison_of_Human_and_Model_Relative_Word.pdf
https://curis.ku.dk/ws/files/335430688/A_Cross_lingual_Comparison_of_Human_and_Model_Relative_Word.pdf
Autor:
Rochelle Choenni, Lisa Beinborn
Publikováno v:
Beinborn, L & Choenni, R 2020, ' Semantic drift in multilingual representations ', Computational Linguistics, vol. 46, no. 3, pp. 571-603 . https://doi.org/10.1162/COLI_a_00382
Computational Linguistics, 46(3), 571-603. MIT Press Journals
Computational Linguistics, Vol 46, Iss 3, Pp 571-603 (2020)
Computational Linguistics, 46(3), 571-603. MIT Press Journals
Computational Linguistics, Vol 46, Iss 3, Pp 571-603 (2020)
Multilingual representations have mostly been evaluated based on their performance on specific tasks. In this article, we look beyond engineering goals and analyze the relations between languages in computational representations. We introduce a metho
Publikováno v:
University of Copenhagen
Hollenstein, N, Gonzalez-Dios, I, Beinborn, L & Jäger, L 2022, Patterns of Text Readability in Human and Predicted Eye Movements . i Proceedings of the Workshop on Cognitive Aspects of the Lexicon . Association for Computational Linguistics, Taipei, Taiwan, s. 1-15 . < https://aclanthology.org/2022.cogalex-1.1 >
Hollenstein, N, Gonzalez-Dios, I, Beinborn, L & Jäger, L 2022, Patterns of Text Readability in Human and Predicted Eye Movements . i Proceedings of the Workshop on Cognitive Aspects of the Lexicon . Association for Computational Linguistics, Taipei, Taiwan, s. 1-15 . < https://aclanthology.org/2022.cogalex-1.1 >
It has been shown that multilingual transformer models are able to predict human reading behavior when fine-tuned on small amounts of eye tracking data. As the cumulated prediction results do not provide insights into the linguistic cues that the mod
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e94370f9ed03dcd8e79c6a8dd38b8e3c
https://doi.org/10.5167/uzh-229126
https://doi.org/10.5167/uzh-229126
Autor:
Nora Hollenstein, Lisa Beinborn
Publikováno v:
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Volume 2: Short Papers, 2, 141-150
Hollenstein, N & Beinborn, L 2021, Relative Importance in Sentence Processing . in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing : Volume 2: Short Papers . Association for Computational Linguistics .
University of Copenhagen
Hollenstein, N & Beinborn, L 2021, Relative Importance in Sentence Processing . in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing : Volume 2: Short Papers . vol. 2, Association for Computational Linguistics (ACL), pp. 141-150, Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL-IJCNLP 2021, Virtual, Online, 1/08/21 . < https://www.researchgate.net/publication/352208759_Relative_Importance_in_Sentence_Processing >
ACL/IJCNLP (2)
Hollenstein, N & Beinborn, L 2021, Relative Importance in Sentence Processing . in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing : Volume 2: Short Papers . Association for Computational Linguistics .
University of Copenhagen
Hollenstein, N & Beinborn, L 2021, Relative Importance in Sentence Processing . in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing : Volume 2: Short Papers . vol. 2, Association for Computational Linguistics (ACL), pp. 141-150, Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL-IJCNLP 2021, Virtual, Online, 1/08/21 . < https://www.researchgate.net/publication/352208759_Relative_Importance_in_Sentence_Processing >
ACL/IJCNLP (2)
Determining the relative importance of the elements in a sentence is a key factor for effortless natural language understanding. For human language processing, we can approximate patterns of relative importance by measuring reading fixations using ey
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f1b6be865f628640f5f00b101510a0b6
https://research.vu.nl/en/publications/1b8dcca0-65d4-4d43-b670-b17933150ed0
https://research.vu.nl/en/publications/1b8dcca0-65d4-4d43-b670-b17933150ed0
Publikováno v:
Scopus-Elsevier
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 106-123
STARTPAGE=106;ENDPAGE=123;TITLE=Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
NAACL-HLT
Proceedings 2021 Conference of the North American Chapter of the Association for Computational Linguistics
Hollenstein, N, Pirovano, F, Zhang, C, Jäger, L & Beinborn, L 2021, Multilingual Language Models Predict Human Reading Behavior . in Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . Association for Computational Linguistics (ACL), pp. 106-123, 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Virtual, Online, 6/06/21 . https://doi.org/10.18653/v1/2021.naacl-main.10
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 106-123
STARTPAGE=106;ENDPAGE=123;TITLE=Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
NAACL-HLT
Proceedings 2021 Conference of the North American Chapter of the Association for Computational Linguistics
Hollenstein, N, Pirovano, F, Zhang, C, Jäger, L & Beinborn, L 2021, Multilingual Language Models Predict Human Reading Behavior . in Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . Association for Computational Linguistics (ACL), pp. 106-123, 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Virtual, Online, 6/06/21 . https://doi.org/10.18653/v1/2021.naacl-main.10
We analyze if large language models are able to predict patterns of human reading behavior. We compare the performance of language-specific and multilingual pretrained transformer models to predict reading time measures reflecting natural human sente
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::86a8fbf9cec66d6a40f9d9857d23aeff
https://doi.org/10.5167/uzh-207976
https://doi.org/10.5167/uzh-207976
Autor:
Lisa Beinborn, Nora Hollenstein
This book explores the cognitive plausibility of computational language models and why it's an important factor in their development and evaluation. The authors present the idea that more can be learned about cognitive plausibility of computational l
Publikováno v:
BlackboxNLP@ACL
In this paper, we define and apply representational stability analysis (ReStA), an intuitive way of analyzing neural language models. ReStA is a variant of the popular representational similarity analysis (RSA) in cognitive neuroscience. While RSA ca