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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 Hits 1 – 20 of 64 1 Fairlex: A multilingual benchmark for evaluating fairness in legal text processing ... Chalkidis, Ilias; Passini, Tommaso; Zhang, Sheng. - : Zenodo, 2022 BASE Show details 2 Fairlex: A multilingual benchmark for evaluating fairness in legal text processing ... Chalkidis, Ilias; Passini, Tommaso; Zhang, Sheng. - : Zenodo, 2022 BASE Show details 3 UK-LEX Dataset - Part of Chalkidis and Søgaard (2022) ... Chalkidis, Ilias; Søgaard, Anders. - : Zenodo, 2022 BASE Show details 4 UK-LEX Dataset - Part of Chalkidis and Søgaard (2022) ... Chalkidis, Ilias; Søgaard, Anders. - : Zenodo, 2022 BASE Show details 5 FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ... Chalkidis, Ilias; Pasini, Tommaso; Zhang, Sheng. - : arXiv, 2022 BASE Show details 6 Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks ... Cui, Ruixiang; Hershcovich, Daniel; Søgaard, Anders. - : arXiv, 2022 BASE Show details 7 Challenges and Strategies in Cross-Cultural NLP ... Hershcovich, Daniel; Frank, Stella; Lent, Heather. - : arXiv, 2022 BASE Show details 8 Factual Consistency of Multilingual Pretrained Language Models ... Fierro, Constanza; Søgaard, Anders. - : arXiv, 2022 BASE Show details 9 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ... de Lhoneux, Miryam; Zhang, Sheng; Søgaard, Anders. - : arXiv, 2022 BASE Show details 10 How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns ... Brandl, Stephanie; Cui, Ruixiang; Søgaard, Anders. - : arXiv, 2022 BASE Show details 11 Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance ... Anderson, Mark; Søgaard, Anders; Rodríguez, Carlos Gómez. - : arXiv, 2021 BASE Show details 12 The Impact of Positional Encodings on Multilingual Compression ... Ravishankar, Vinit; Søgaard, Anders. - : arXiv, 2021 Abstract: In order to preserve word-order information in a non-autoregressive setting, transformer architectures tend to include positional knowledge, by (for instance) adding positional encodings to token embeddings. Several modifications have been proposed over the sinusoidal positional encodings used in the original transformer architecture; these include, for instance, separating position encodings and token embeddings, or directly modifying attention weights based on the distance between word pairs. We first show that surprisingly, while these modifications tend to improve monolingual language models, none of them result in better multilingual language models. We then answer why that is: Sinusoidal encodings were explicitly designed to facilitate compositionality by allowing linear projections over arbitrary time steps. Higher variances in multilingual training distributions requires higher compression, in which case, compositionality becomes indispensable. Learned absolute positional encodings (e.g., in mBERT) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2109.05388 https://dx.doi.org/10.48550/arxiv.2109.05388 BASE Hide details 13 Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ... 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; Aralikatte, Rahul; Maria Ponti, Edoardo. - : Underline Science Inc., 2021 BASE Show details 14 Evaluation of Summarization Systems across Gender, Age, and Race ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jørgensen, Anna; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 15 Locke's Holiday: Belief Bias in Machine Reading ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 16 Dynamic Forecasting of Conversation Derailment ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Kementchedjhieva, Yova; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 17 Replicating and Extending ``Because Their Treebanks Leak'': Graph Isomorphism, Covariants, and Parser Performance ... 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; Anderson, Mark; Gómez-Rodríguez, Carlos. - : Underline Science Inc., 2021 BASE Show details 18 Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Abdou, Mostafa; Frank, Stella. - : Underline Science Inc., 2021 BASE Show details 19 Spurious Correlations in Cross-Topic Argument Mining ... 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; Barrett, Maria; Søgaard, Anders. - : Underline Science Inc., 2021 BASE Show details 20 Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ... 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; Aralikatte, Rahul; Maria Ponti, Edoardo. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4

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