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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 86 1 NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures ... Vamvas, Jannis; Sennrich, Rico. - : arXiv, 2022 BASE Show details 2 Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise ... Aepli, Noëmi; Sennrich, Rico. - : arXiv, 2021 BASE Show details 3 On Biasing Transformer Attention Towards Monotonicity ... Rios, Annette; Amrhein, Chantal; Aepli, Noëmi. - : arXiv, 2021 BASE Show details 4 Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution ... Emelin, Denis; Sennrich, Rico. - : Association for Computational Linguistics, 2021 BASE Show details 5 ELITR Multilingual Live Subtitling: Demo and Strategy ... Bojar, Ondřej; Macháček, Dominik; Sagar, Sangeet. - : ACL Anthology, 2021 BASE Show details 6 Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation ... Zhang, Biao; Bapna, Ankur; Sennrich, Rico. - : ICLR, 2021 BASE Show details 7 Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ... Zhang, Biao; Sennrich, Rico. - : ACL Anthology, 2021 BASE Show details 8 On Biasing Transformer Attention Towards Monotonicity ... Rios, Annette; Amrhein, Chantal; Aepli, Noëmi. - : Association for Computational Linguistics, 2021 BASE Show details 9 Revisiting Negation in Neural Machine Translation ... 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; Nivre, Joakim; Rönchen, Philipp. - : Underline Science Inc., 2021 BASE Show details 10 Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation ... 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; Müller, Mathias; Sennrich, Rico. - : Underline Science Inc., 2021 BASE Show details 11 Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation ... 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; Sennrich, Rico; Titov, Ivan. - : Underline Science Inc., 2021 BASE Show details 12 Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ataman, Duygu; Li, Jiaoda. - : Underline Science Inc., 2021 BASE Show details 13 Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Emelin, Denis; Sennrich, Rico. - : Underline Science Inc., 2021 BASE Show details 14 Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT ... Voita, Elena; Sennrich, Rico; Titov, Ivan. - : arXiv, 2021 BASE Show details 15 Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT ... Voita, Elena; Sennrich, Rico; Titov, Ivan. - : ACL Anthology, 2021 BASE Show details 16 Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Sennrich, Rico; Vamvas, Jannis. - : Underline Science Inc., 2021 BASE Show details 17 Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Sennrich, Rico; Titov, Ivan. - : Underline Science Inc., 2021 BASE Show details 18 On Biasing Transformer Attention Towards Monotonicity ... NAACL 2021 2021; Aepli, Noëmi; Amrhein, Chantal; Rios, Annette; Sennrich, Rico. - : Underline Science Inc., 2021 Abstract: Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.354/ 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. ... Keyword: Artificial Intelligence; Computer Science and Engineering; Intelligent System; Natural Language Processing; Psycholinguistics URL: https://underline.io/lecture/19654-on-biasing-transformer-attention-towards-monotonicity https://dx.doi.org/10.48448/x8nz-nn78 BASE Hide details 19 Universal rewriting via machine translation Mallinson, Jonathan. - : The University of Edinburgh, 2021 BASE Show details 20 Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation Zhang, Biao; Bapna, Ankur; Sennrich, Rico... In: Zhang, Biao; Bapna, Ankur; Sennrich, Rico; Firat, Orhan (2021). Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation. In: International Conference on Learning Representations, Virtual, 3 May 2021 - 7 May 2021, ICLR. (2021) BASE Show details Page: 1 2 3 4 5

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