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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 27 1 Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Caswell, Isaac; Kreutzer, Julia; Wang, Lisa... In: https://hal.inria.fr/hal-03177623 ; 2021 (2021) BASE Show details 2 Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition ... Moryossef, Amit; Tsochantaridis, Ioannis; Dinn, Joe. - : s.n., 2021 BASE Show details 3 Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition ... Moryossef, Amit; Tsochantaridis, Ioannis; Dinn, Joe. - : arXiv, 2021 BASE Show details 4 On Biasing Transformer Attention Towards Monotonicity ... Rios, Annette; Amrhein, Chantal; Aepli, Noëmi; Sennrich, Rico. - : arXiv, 2021 Abstract: Many sequence-to-sequence tasks in natural language processing are roughly monotonic in the alignment between source and target sequence, and previous work has facilitated or enforced learning of monotonic attention behavior via specialized attention functions or pretraining. In this work, we introduce a monotonicity loss function that is compatible with standard attention mechanisms and test it on several sequence-to-sequence tasks: grapheme-to-phoneme conversion, morphological inflection, transliteration, and dialect normalization. Experiments show that we can achieve largely monotonic behavior. Performance is mixed, with larger gains on top of RNN baselines. General monotonicity does not benefit transformer multihead attention, however, we see isolated improvements when only a subset of heads is biased towards monotonic behavior. ... : To be published in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2021) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2104.03945 https://arxiv.org/abs/2104.03945 BASE Hide details 5 Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets ... Kreutzer, Julia; Caswell, Isaac; Wang, Lisa. - : arXiv, 2021 BASE Show details 6 Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas ... Mager, Manuel; Oncevay, Arturo; Ebrahimi, Abteen. - : Association for Computational Linguistics, 2021 BASE Show details 7 On Biasing Transformer Attention Towards Monotonicity ... Rios, Annette; Amrhein, Chantal; Aepli, Noëmi. - : Association for Computational Linguistics, 2021 BASE Show details 8 A New Dataset and Efficient Baselines for Document-level Text Simplification in German ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ebling, Sarah; Kew, Tannon. - : Underline Science Inc., 2021 BASE Show details 9 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ... Ebrahimi, Abteen; Mager, Manuel; Oncevay, Arturo. - : arXiv, 2021 BASE Show details 10 On Biasing Transformer Attention Towards Monotonicity ... NAACL 2021 2021; Aepli, Noëmi; Amrhein, Chantal. - : Underline Science Inc., 2021 BASE Show details 11 On Biasing Transformer Attention Towards Monotonicity Rios, Annette; Amrhein, Chantal; Aepli, Noëmi... In: Rios, Annette; Amrhein, Chantal; Aepli, Noëmi; Sennrich, Rico (2021). On Biasing Transformer Attention Towards Monotonicity. In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, 6 June 2021 - 11 June 2021. Association for Computational Linguistics, 4474-4488. (2021) BASE Show details 12 Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas In: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas. Edited by: Mager, Manuel; Oncevay, Arturo; Rios, Annette; Meza Ruiz, Ivan Vladimir; Palmer, Alexis; Neubig, Graham; Kann, Katharina (2021). Online: Association for Computational Linguistics. (2021) BASE Show details 13 Exploring German Multi-Level Text Simplification Spring, Nicolas; Rios, Annette; Ebling, Sarah In: Spring, Nicolas; Rios, Annette; Ebling, Sarah (2021). Exploring German Multi-Level Text Simplification. In: International Conference on Recent Advances in Natural Language Processing (RANLP 2021), online, 1 September 2021 - 3 September 2021. ACL Anthology, 1339-1349. (2021) BASE Show details 14 Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation ... Rios, Annette; Müller, Mathias; Sennrich, Rico. - : arXiv, 2020 BASE Show details 15 Subword segmentation and a single bridge language affect zero-shot neural machine translation ... Rios, Annette; Müller, Mathias; Sennrich, Rico. - : Association for Computational Linguistics, 2020 BASE Show details 16 Domain robustness in neural machine translation Müller, Mathias; Rios, Annette; Sennrich, Rico In: Müller, Mathias; Rios, Annette; Sennrich, Rico (2020). Domain robustness in neural machine translation. In: 14th Conference of the Association for Machine Translation in the Americas (AMTA 2020), Virtual, 6 October 2020 - 9 October 2020. Association for Machine Translation in the Americas, 151-164. (2020) BASE Show details 17 The Word Sense Disambiguation Test Suite at WMT18 ... Rios, Annette; Müller, Mathias; Sennrich, Rico. - : Association for Computational Linguistics, 2018 BASE Show details 18 Improving Word Sense Disambiguation in Neural Machine Translation with Sense Embeddings ... Rios, Annette; Mascarell, Laura; Sennrich, Rico. - : Association for Computational Linguistics, 2017 BASE Show details 19 Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation ... Rios, Annette; Tuggener, Don. - : Association for Computational Linguistics, 2017 BASE Show details 20 Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation Rios, Annette; Tuggener, Don In: Rios, Annette; Tuggener, Don (2017). Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation. In: 15th Conference of the European Chapter of the Association for Computational Linguistics, Valencia, Spain, 3 April 2017 - 7 April 2017. Association for Computational Linguistics, 657-662. (2017) BASE Show details Page: 1 2

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