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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 Hits 1 – 20 of 96 1 Targets and Aspects in Social Media Hate Speech ... 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; Fortuna, Paula; Shvets, Alexander. - : Underline Science Inc., 2021 BASE Show details 2 On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations ... Pérez-Mayos, Laura; Carlini, Roberto; Ballesteros, Miguel; Wanner, Leo. - : arXiv, 2021 Abstract: The adaptation of pretrained language models to solve supervised tasks has become a baseline in NLP, and many recent works have focused on studying how linguistic information is encoded in the pretrained sentence representations. Among other information, it has been shown that entire syntax trees are implicitly embedded in the geometry of such models. As these models are often fine-tuned, it becomes increasingly important to understand how the encoded knowledge evolves along the fine-tuning. In this paper, we analyze the evolution of the embedded syntax trees along the fine-tuning process of BERT for six different tasks, covering all levels of the linguistic structure. Experimental results show that the encoded syntactic information is forgotten (PoS tagging), reinforced (dependency and constituency parsing) or preserved (semantics-related tasks) in different ways along the fine-tuning process depending on the task. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2101.11492 https://dx.doi.org/10.48550/arxiv.2101.11492 BASE Hide details 3 How much pretraining data do language models need to learn syntax? ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ballesteros, Miguel; Pérez-Mayos, Laura. - : Underline Science Inc., 2021 BASE Show details 4 Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models ... 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; Mille, Simon; Pérez-Mayos, Laura. - : Underline Science Inc., 2021 BASE Show details 5 Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models ... Pérez-Mayos, Laura; García, Alba Táboas; Mille, Simon. - : arXiv, 2021 BASE Show details 6 Semantically-oriented text planning for automatic summarization Casamayor, Gerard. - : Universitat Pompeu Fabra, 2021 In: TDX (Tesis Doctorals en Xarxa) (2021) BASE Show details 7 The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation Results ... Mille, Simon; Belz, Anya; Bohnet, Bernd. - : Zenodo, 2020 BASE Show details 8 The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation Results ... Mille, Simon; Belz, Anya; Bohnet, Bernd. - : Zenodo, 2020 BASE Show details 9 Best Paper Awards and Closing ... The 28th International Conference on Computational Linguistics 2020; Wanner, Leo. - : Underline Science Inc., 2020 BASE Show details 10 CollFrEn: Rich Bilingual English--French Collocation Resource ... The 28th International Conference on Computational Linguistics 2020; Ankel, Luis; Codina-Filbà, Joan. - : Underline Science Inc., 2020 BASE Show details 11 The second multilingual surface realisation shared task (SR'19): Overview and evaluation results Mille, Simon; Anja, Belz; Bohnet, Bernd... In: Mille, Simon orcid:0000-0002-8852-2764 , Anja, Belz, Bohnet, Bernd, Graham, Yvette and Wanner, Leo orcid:0000-0002-9446-3748 (2019) The second multilingual surface realisation shared task (SR'19): Overview and evaluation results. In: 2nd Workshop on Multilingual Surface Realisation (MSR 2019), 3 Nov 2019, Hong Kong, China. (2019) BASE Show details 12 Collocation classification with unsupervised relation vectors Schockaert, Steven; Wanner, Leo; Espinosa-Anke, Luis. - 2019 BASE Show details 13 A Multimodal Analytics Platform for Journalists Analyzing Large-Scale, Heterogeneous Multilingual, and Multimedia Content Vrochidis, Stefanos; Moumtzidou, Anastasia; Gialampoukidis, Ilias... In: Front Robot AI (2018) BASE Show details 14 Towards Distributional Semantics-Based Classification of Collocations for Collocation Dictionaries Wanner, Leo; Ferraro, Gabriela; Moreno, Pol In: International Journal of Lexicography 30 (2017) 2, 167-186 IDS OBELEX meta Show details 15 Multilingual Surface Realization Using Universal Dependency Trees Belz, Anja; Bohnet, Bernd; Wanner, Leo. - : Association for Computational Linguistics, 2017 BASE Show details 16 Feature engineering for author profiling and identification: on the relevance of syntax and discourse Soler Company, Juan. - : Universitat Pompeu Fabra, 2017 In: TDX (Tesis Doctorals en Xarxa) (2017) BASE Show details 17 Processament automàtic de patents: un exercici de terminologia computacional Wanner, Leo In: Terminàlia; Núm. 16 : desembre 2017; p. 54-56 ; 2013-6692 (2017) BASE Show details 18 Combining Acoustic and Linguistic Features in Phrase-Oriented Prosody Prediction ... Dominguez, Monica; Farrús, Mireia; Wanner, Leo. - : Unpublished, 2016 BASE Show details 19 Improving the use of electronic collocation resources by visual analytics techniques Carlini, Roberto; Codina-Filba, Joan; Wanner, Leo In: Electronic lexicography in the 21st century: linking lexical data in the digital age. Proceedings of the eLex 2015 conference, 11 - 13 August 2015, Herstmonceux Castle, United Kingdom (2015), 461-476 IDS OBELEX meta Show details 20 Classification of Grammatical Collocation Errors in the Writings of Learners of Spanish ; Clasificación de errores gramaticales colocacionales en textos de estudiantes de español Rodríguez-Fernández, Sara; Carlini, Roberto; Wanner, Leo. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2015 BASE Show details Page: 1 2 3 4 5

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