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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 ...
Abstract: Unlike classical lexical overlap metrics such as BLEU, most current evaluation metrics (such as BERTScore or MoverScore) are based on black-box language models such as BERT or XLM-R. They often achieve strong correlations with human judgments, but recent research indicates that the lower-quality classical metrics remain dominant, one of the potential reasons being that their decision processes are transparent. To foster more widespread acceptance of the novel high-quality metrics, explainability thus becomes crucial. In this concept paper, we identify key properties and propose key goals of explainable machine translation evaluation metrics. We also provide a synthesizing overview over recent approaches for explainable machine translation metrics and discuss how they relate to those goals and properties. Further, we conduct own novel experiments, which (among others) find that current adversarial NLP techniques are unsuitable for automatically identifying limitations of high-quality black-box evaluation ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://arxiv.org/abs/2203.11131
https://dx.doi.org/10.48550/arxiv.2203.11131
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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 ...
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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
Effect of egg albumen protein addition on physicochemical properties and nanostructure of gelatin from fish skin [<Journal>]
Cai, Luyun [Verfasser]; Feng, Jianhui [Sonstige]; Peng, Xichun [Sonstige].
DNB Subject Category Language
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14
tRNA-mediated codon-biased translation in mycobacterial hypoxic persistence
In: Nature (2016)
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15
Handbook of research on teaching methods in language translation and interpretation
Cui, Ying (Hrsg.); Zhao, Wei (Hrsg.). - 2015
BLLDB
UB Frankfurt Linguistik
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16
The Violation of the Cooperative Principles in Conan
In: Studies in Literature and Language; Vol 11, No 3 (2015): Studies in Literature and Language; 22-25 ; 1923-1563 ; 1923-1555 (2015)
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17
Byronic Hero and the Comparison With Other Heroes
In: Studies in Literature and Language; Vol 10, No 6 (2015): Studies in Literature and Language; 29-32 ; 1923-1563 ; 1923-1555 (2015)
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18
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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19
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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20
Understanding classifications : empirical evidence from the American and French wine industries
In: Poetics. - Amsterdam : Elsevier 33 (2005) 3, 179-200
BLLDB
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