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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 Hits 1 – 20 of 21 1 Towards Interactive Language Modeling ... ter Hoeve, Maartje; Kharitonov, Evgeny; Hupkes, Dieuwke. - : arXiv, 2021 BASE Show details 2 Language Models Use Monotonicity to Assess NPI Licensing ... Jumelet, Jaap; Denić, Milica; Szymanik, Jakub. - : arXiv, 2021 BASE Show details 3 Language Modelling as a Multi-Task Problem ... Weber, Lucas; Jumelet, Jaap; Bruni, Elia. - : arXiv, 2021 BASE Show details 4 How BPE Affects Memorization in Transformers ... Kharitonov, Eugene; Baroni, Marco; Hupkes, Dieuwke. - : arXiv, 2021 BASE Show details 5 Causal Transformers Perform Below Chance on Recursive Nested Constructions, Unlike Humans ... Lakretz, Yair; Desbordes, Théo; Hupkes, Dieuwke. - : arXiv, 2021 BASE Show details 6 Sparse Interventions in Language Models with Differentiable Masking ... De Cao, Nicola; Schmid, Leon; Hupkes, Dieuwke. - : arXiv, 2021 BASE Show details 7 Language Models Use Monotonicity to Assess NPI Licensing ... 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; ., Dieuwke; ., Jakub. - : Underline Science Inc., 2021 BASE Show details 8 Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Dieuwke; ., Kate. - : Underline Science Inc., 2021 BASE Show details 9 Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Dieuwke; Jia, Robin; Kiela, Douwe; Pineau, Joelle; Sinha, Koustuv; Williams, Adina. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.230/ Abstract: A possible explanation for the impressive performance of masked language model (MLM) pre-training is that such models have learned to represent the syntactic structures prevalent in classical NLP pipelines. In this paper, we propose a different explanation: MLMs succeed on downstream tasks almost entirely due to their ability to model higher-order word co-occurrence statistics. To demonstrate this, we pre-train MLMs on sentences with randomly shuffled word order, and show that these models still achieve high accuracy after fine-tuning on many downstream tasks -- including on tasks specifically designed to be challenging for models that ignore word order. Our models perform surprisingly well according to some parametric syntactic probes, indicating possible deficiencies in how we test representations for syntactic information. Overall, our results show that purely distributional information largely explains the success of ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/3r0a-fw32 https://underline.io/lecture/37423-masked-language-modeling-and-the-distributional-hypothesis-order-word-matters-pre-training-for-little BASE Hide details 10 Mechanisms for Handling Nested Dependencies in Neural-Network Language Models and Humans ... Lakretz, Yair; Hupkes, Dieuwke; Vergallito, Alessandra. - : arXiv, 2020 BASE Show details 11 Assessing incrementality in sequence-to-sequence models ... Ulmer, Dennis; Hupkes, Dieuwke; Bruni, Elia. - : arXiv, 2019 BASE Show details 12 Compositionality decomposed: how do neural networks generalise? ... Hupkes, Dieuwke; Dankers, Verna; Mul, Mathijs. - : arXiv, 2019 BASE Show details 13 Formal models of structure building in music, language, and animal song Zuidema, Willem; Hupkes, Dieuwke; Wiggins, Geraint A.... In: The origins of musicality (Cambridge, 2018), p. 253-286 MPI für Psycholinguistik Show details 14 Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information ... Giulianelli, Mario; Harding, Jacqueline; Mohnert, Florian. - : arXiv, 2018 BASE Show details 15 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items ... Jumelet, Jaap; Hupkes, Dieuwke. - : arXiv, 2018 BASE Show details 16 The time course of verb processing in Dutch sentences Wester, Femke; Bastiaanse, Roelien; Goede, Dieuwke de... In: Journal of psycholinguistic research. - New York, NY ; London [u.a.] : Springer 38 (2009) 3, 181-199 BLLDB OLC Linguistik Show details 17 Auditory Sentence Processing an Introduction Bastiaanse, Roelien; Goede, Dieuwke; Love, Tracy In: Journal of psycholinguistic research. - New York, NY ; London [u.a.] : Springer 38 (2009) 3, 177-180 OLC Linguistik Show details 18 The Time Course of Verb Processing in Dutch Sentences de Goede, Dieuwke; Shapiro, Lewis P.; Wester, Femke. - 2009 BASE Show details 19 Verbs in spoken sentence processing : unraveling the activation pattern of the matrix verb Goede, Dieuwke de. - Groningen : Rijksuniversiteit Groningen, 2006 MPI für Psycholinguistik Show details 20 The time course of verb processing in Dutch sentences Dieuwke De Goede; Femke Wester; Roelien Bastiaanse... In: http://www.cogsci.northwestern.edu/cogsci2004/papers/paper389.pdf (2004) BASE Show details Page: 1 2

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