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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...26 Hits 1 – 20 of 516 1 Optimizing a portfolio of agri-environmental investments ... Mishenin, Yevhen; Marekha, Iryna; Yarova, Inessa. - : Unknown, 2022 BASE Show details 2 “Institution” and “institute”: tendency to the “false substitution” of concepts ... Makaliuk, Iryna; Zhaldak, Hanna; Martynenko, Vasyl. - : Unknown, 2022 BASE Show details 3 Delving Deeper into Cross-lingual Visual Question Answering ... Liu, Chen; Pfeiffer, Jonas; Korhonen, Anna. - : arXiv, 2022 BASE Show details 4 Testing the interface hypothesis: the acquisition of English indirect questions by L1 speakers of Omani Arabic Ahmed, Amer; Lenchuk, Iryna In: Heliyon (2022) BASE Show details 5 Geschichte der Brille : Verfahren der Herstellung von Brillenfassungen aus Celluloseacetat : Terminologiearbeit im Sprachpaar Italienisch – Deutsch, Deutsch – Italienisch Kloster, Iryna [Verfasser]. - Mainz : Universitätsbibliothek der Johannes Gutenberg-Universität Mainz, 2021 DNB Subject Category Language Show details 6 Combating Temporal Drift in Crisis with Adapted Embeddings ... Stowe, Kevin; Gurevych, Iryna. - : arXiv, 2021 BASE Show details 7 The concept of security in the integration processes of the European union countries ... Grushko, Iryna. - : Zenodo, 2021 BASE Show details 8 The concept of security in the integration processes of the European union countries ... Grushko, Iryna. - : Zenodo, 2021 BASE Show details 9 Ideas Challenge 2020/2021 : WikiData Integration with Repository Contents ... Neugebauer, Tomasz; Kuchma, Iryna; Selematsela, Daisy. - : Zenodo, 2021 BASE Show details 10 Ideas Challenge 2020/2021 : WikiData Integration with Repository Contents ... Neugebauer, Tomasz; Kuchma, Iryna; Selematsela, Daisy. - : Zenodo, 2021 BASE Show details 11 Annotation Curricula to Implicitly Train Non-Expert Annotators ... Lee, Ji-Ung; Klie, Jan-Christoph; Gurevych, Iryna. - : arXiv, 2021 BASE Show details 12 Lesia Ukrainka in the Global Information Space: Case-Study of the Audio Guide Creation for the Lesia Ukrainka Museum ... Biskub, Iryna; Anna, Danylchuk.. - : Zenodo, 2021 BASE Show details 13 Lesia Ukrainka in the Global Information Space: Case-Study of the Audio Guide Creation for the Lesia Ukrainka Museum ... Biskub, Iryna; Anna, Danylchuk.. - : Zenodo, 2021 BASE Show details 14 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation ... Ribeiro, Leonardo F. R.; Pfeiffer, Jonas; Zhang, Yue. - : arXiv, 2021 BASE Show details 15 xGQA: Cross-Lingual Visual Question Answering ... Pfeiffer, Jonas; Geigle, Gregor; Kamath, Aishwarya. - : arXiv, 2021 BASE Show details 16 TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Iryna; Reimers, Nils; Wang, Kexin. - : Underline Science Inc., 2021 Abstract: Learning sentence embeddings often requires a large amount of labeled data. However, for most tasks and domains, labeled data is seldom available and creating it is expensive. In this work, we present a new state-of-the-art unsupervised method based on pre-trained Transformers and Sequential Denoising Auto-Encoder (TSDAE) which outperforms previous approaches by up to 6.4 points. It can achieve up to 93.1% of the performance of in-domain supervised approaches. Further, we show that TSDAE is a strong domain adaptation and pre-training method for sentence embeddings, significantly outperforming other approaches like Masked Language Model. A crucial shortcoming of previous studies is the narrow evaluation: Most work mainly evaluates on the single task of Semantic Textual Similarity (STS), which does not require any domain knowledge. It is unclear if these proposed methods generalize to other domains and tasks. We fill this gap and evaluate TSDAE and other recent approaches on four different datasets from ... Keyword: Computational Linguistics; Machine Learning; Natural language generation URL: https://underline.io/lecture/39314-tsdae-using-transformer-based-sequential-denoising-auto-encoder-for-unsupervised-sentence-embedding-learning https://dx.doi.org/10.48448/ymtp-md67 BASE Hide details 17 The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Iryna; Reimers, Nils. - : Underline Science Inc., 2021 BASE Show details 18 Green NLP panel ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Iryna; Arase, Yuki. - : Underline Science Inc., 2021 BASE Show details 19 Investigating label suggestions for opinion mining in German Covid-19 social media ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Iryna; Beck, Tilman. - : Underline Science Inc., 2021 BASE Show details 20 Coreference Reasoning in Machine Reading Comprehension ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Iryna; Moosavi, Nafise Sadat. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5...26

Mobile view All Catalogues UB Frankfurt Linguistik 13 IDS Mannheim 6 OLC Linguistik 8 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 44 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 16 BDSL 0 IDS Bibliografie zur deutschen Grammatik 6 IDS Bibliografie zur Gesprächsforschung 1 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 13 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 1 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 417 Linguistik-Repository 1 IDS Publikationsserver 0 Online dissertations 2 Language Description Heritage 0