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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 – 19 of 19 1 Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ... Zhao, Wei; Eger, Steffen. - : arXiv, 2022 BASE Show details 2 Towards Explainable Evaluation Metrics for Natural Language Generation ... Leiter, Christoph; Lertvittayakumjorn, Piyawat; Fomicheva, Marina. - : arXiv, 2022 BASE Show details 3 Better than Average: Paired Evaluation of NLP systems ... 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; Eger, Steffen; Peyrard, Maxime. - : Underline Science Inc., 2021 BASE Show details 4 Inducing Language-Agnostic Multilingual Representations ... 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; Zhao, Wei. - : Underline Science Inc., 2021 Abstract: Cross-lingual representations have the potential to make NLP techniques available to the vast majority of languages in the world. However, they currently require large pretraining corpora or access to typologically similar languages. In this work, we address these obstacles by removing language identity signals from multilingual embeddings. We examine three approaches for this: (i) re-aligning the vector spaces of target languages (all together) to a pivot source language; (ii) removing language-specific means and variances, which yields better discriminativeness of embeddings as a by-product; and (iii) increasing input similarity across languages by removing morphological contractions and sentence reordering. We evaluate on XNLI and reference-free MT across 19 typologically diverse languages. Our findings expose the limitations of these approaches -- unlike vector normalization, vector space re-alignment and text normalization do not achieve consistent gains across encoders and languages. Due to the ... Keyword: Computational Linguistics; Data Management System; FOS Languages and literature; Linguistics; Natural Language Processing; Semantics; Translation Studies URL: https://underline.io/lecture/29780-inducing-language-agnostic-multilingual-representations https://dx.doi.org/10.48448/158a-7m34 BASE Hide details 5 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ... Kaster, Marvin; Zhao, Wei; Eger, Steffen. - : arXiv, 2021 BASE Show details 6 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Eger, Steffen; Kaster, Marvin. - : Underline Science Inc., 2021 BASE Show details 7 The Trans-Ancestral Genomic Architecture of Glycemic Traits Chen, Ji; Spracklen, Cassandra N.; Marenne, Gaëlle... In: Nat Genet (2021) BASE Show details 8 Inducing Language-Agnostic Multilingual Representations ... Zhao, Wei; Eger, Steffen; Bjerva, Johannes. - : arXiv, 2020 BASE Show details 9 On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ... Zhao, Wei; Glavaš, Goran; Peyrard, Maxime. - : arXiv, 2020 BASE Show details 10 Regularized Attentive Capsule Network for Overlapped Relation Extraction ... The 28th International Conference on Computational Linguistics 2020; Jia, Weijia; Lin, Xiangyu. - : Underline Science Inc., 2020 BASE Show details 11 On the limitations of cross-lingual encoders as exposed by reference-free machine translation evaluation Zhao, Wei; Glavaš, Goran; Peyrard, Maxime. - : Association for Computational Linguistics, 2020 BASE Show details 12 On aligning OpenIE extractions with Knowledge Bases: A case study Gashteovski, Kiril; Gemulla, Rainer; Kotnis, Bhushan. - : Association for Computational Linguistics (ACL), 2020 BASE Show details 13 tRNA-mediated codon-biased translation in mycobacterial hypoxic persistence Chionh, Yok Hian; McBee, Megan; Babu, I. Ramesh... In: Nature (2016) BASE Show details 14 The Violation of the Cooperative Principles in Conan ZHAO, Wei; ZHAI, Wenfeng In: Studies in Literature and Language; Vol 11, No 3 (2015): Studies in Literature and Language; 22-25 ; 1923-1563 ; 1923-1555 (2015) BASE Show details 15 Byronic Hero and the Comparison With Other Heroes ZHAO, Wei In: Studies in Literature and Language; Vol 10, No 6 (2015): Studies in Literature and Language; 29-32 ; 1923-1563 ; 1923-1555 (2015) BASE Show details 16 An Analysis on how to Overcome the Cultural Barriers in Humor Translation - Application of the Dynamic Equivalence Principle to the Translation of Huang Xi's Jokes Zhao, Wei. - : The University of Queensland, School of Languages and Cultures, 2013 BASE Show details 17 From Natural Language Requirements to Executable Models of Software Components Bryant, Barrett R.; Lee, Beurn-Seuk; Cao, Fei... In: DTIC AND NTIS (2003) BASE Show details 18 A numerical investigation of sound radiated from subsonic jets with application to human phonation Zhao, Wei In: Theses and Dissertations Available from ProQuest (2000) BASE Show details 19 Tibetan Base Noun Phrase Identification Framework Based on Chinese-Tibetan Sentence Aligned Corpus Nuo Ming Hua; Liu Hui Dan; Zhao Wei Na... In: http://aclweb.org/anthology/C/C12/C12-1131.pdf BASE Show details

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