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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 Hits 1 – 15 of 15 1 Analyzing Gender Representation in Multilingual Models ... Gonen, Hila; Ravfogel, Shauli; Goldberg, Yoav. - : arXiv, 2022 BASE Show details 2 BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ... Zaken, Elad Ben; Ravfogel, Shauli; Goldberg, Yoav. - : arXiv, 2021 BASE Show details 3 Contrastive Explanations for Model Interpretability ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Choi, Yejin; Elazar, Yanai. - : Underline Science Inc., 2021 BASE Show details 4 Measuring and Improving Consistency in Pretrained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Elazar, Yanai; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details 5 Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals ... 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; Elazar, Yanai; Goldberg, Yoav. - : Underline Science Inc., 2021 BASE Show details 6 Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction ... Ravfogel, Shauli; Prasad, Grusha; Linzen, Tal. - : arXiv, 2021 BASE Show details 7 Neural Extractive Search ... 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; Goldberg, Yoav; Ravfogel, Shauli. - : Underline Science Inc., 2021 BASE Show details 8 Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Goldberg, Yoav; Linzen, Tal. - : Underline Science Inc., 2021 BASE Show details 9 Ab Antiquo: Neural Proto-language Reconstruction ... NAACL 2021 2021; Goldberg, Yoav; Meloni, Carlo; Ravfogel, Shauli. - : Underline Science Inc., 2021 Abstract: Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.353/ Abstract: Historical linguists have identified regularities in the process of historic sound change. The comparative method utilizes those regularities to reconstruct proto-words based on observed forms in daughter languages. Can this process be efficiently automated? We address the task of proto-word reconstruction, in which the model is exposed to cognates in contemporary daughter languages, and has to predict the proto word in the ancestor language. We provide a novel dataset for this task, encompassing over 8,000 comparative entries, and show that neural sequence models outperform conventional methods applied to this task so far. Error analysis reveals variability in the ability of neural model to capture different phonological changes, correlating with the complexity of the changes. Analysis of learned embeddings reveals the models learn phonologically meaningful generalizations, corresponding to well-attested ... Keyword: Artificial Intelligence; Computer Science and Engineering; Intelligent System; Natural Language Processing; Psycholinguistics URL: https://underline.io/lecture/19656-ab-antiquo-neural-proto-language-reconstruction https://dx.doi.org/10.48448/7cw5-e737 BASE Hide details 10 It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT ... Gonen, Hila; Ravfogel, Shauli; Elazar, Yanai. - : arXiv, 2020 BASE Show details 11 The Extraordinary Failure of Complement Coercion Crowdsourcing ... Elazar, Yanai; Basmov, Victoria; Ravfogel, Shauli. - : arXiv, 2020 BASE Show details 12 Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals ... Elazar, Yanai; Ravfogel, Shauli; Jacovi, Alon. - : arXiv, 2020 BASE Show details 13 Unsupervised Distillation of Syntactic Information from Contextualized Word Representations ... Ravfogel, Shauli; Elazar, Yanai; Goldberger, Jacob. - : arXiv, 2020 BASE Show details 14 Ab Antiquo: Neural Proto-language Reconstruction ... Meloni, Carlo; Ravfogel, Shauli; Goldberg, Yoav. - : arXiv, 2019 BASE Show details 15 Can LSTM Learn to Capture Agreement? The Case of Basque ... Ravfogel, Shauli; Tyers, Francis M.; Goldberg, Yoav. - : arXiv, 2018 BASE Show details

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