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1
Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ...
Zhao, Wei; Eger, Steffen. - : arXiv, 2022
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2
Towards Explainable Evaluation Metrics for Natural Language Generation ...
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3
Better than Average: Paired Evaluation of NLP systems ...
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4
Inducing Language-Agnostic Multilingual Representations ...
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5
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ...
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6
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ...
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7
The Trans-Ancestral Genomic Architecture of Glycemic Traits
In: Nat Genet (2021)
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8
Inducing Language-Agnostic Multilingual Representations ...
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 ... : *SEM2021 Camera Ready ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2008.09112
https://arxiv.org/abs/2008.09112
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9
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ...
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10
Regularized Attentive Capsule Network for Overlapped Relation Extraction ...
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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
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12
On aligning OpenIE extractions with Knowledge Bases: A case study
Gashteovski, Kiril; Gemulla, Rainer; Kotnis, Bhushan. - : Association for Computational Linguistics (ACL), 2020
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13
tRNA-mediated codon-biased translation in mycobacterial hypoxic persistence
In: Nature (2016)
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14
Handbook of research on teaching methods in language translation and interpretation
Cui, Ying (Hrsg.); Zhao, Wei (Hrsg.). - 2015
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UB Frankfurt Linguistik
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15
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
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16
Certificateless undeniable signatures from bilinear maps
In: Information sciences. - New York, NY : Elsevier Science Inc. 199 (2012), 204-215
OLC Linguistik
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17
Understanding classifications : empirical evidence from the American and French wine industries
In: Poetics. - Amsterdam : Elsevier 33 (2005) 3, 179-200
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18
From Natural Language Requirements to Executable Models of Software Components
In: DTIC AND NTIS (2003)
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19
Computational aeroacoustics of phonation. Part II : effects of flow parameters and ventricular folds
In: Acoustical Society of America. The journal of the Acoustical Society of America. - Melville, NY : AIP 112 (2002) 5,1, 2147-2154
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20
Computational aeroacoustics of phonation. Part I : computational methods and sound generation mechanisms
In: Acoustical Society of America. The journal of the Acoustical Society of America. - Melville, NY : AIP 112 (2002) 5,1, 2134-2146
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