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Hits 1 – 14 of 14

1
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval ...
Jones, Alex; Wijaya, Derry Tanti. - : arXiv, 2021
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2
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ...
Abstract: In cross-lingual language models, representations for many different languages live in the same space. Here, we investigate the linguistic and non-linguistic factors affecting sentence-level alignment in cross-lingual pretrained language models for 101 languages and 5,050 language pairs. Using BERT-based LaBSE and BiLSTM-based LASER as our models, and the Bible as our corpus, we compute a task-based measure of cross-lingual alignment in the form of bitext retrieval performance, as well as four intrinsic measures of vector space alignment and isomorphism. We then examine a range of linguistic, quasi-linguistic, and training-related features as potential predictors of these alignment metrics. The results of our analyses show that word order agreement and agreement in morphological complexity are two of the strongest linguistic predictors of cross-linguality. We also note in-family training data as a stronger predictor than language-specific training data across the board. We verify some of our linguistic ... : 15 pages, 8 figures, EMNLP 2021 ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; I.2.7; Machine Learning cs.LG
URL: https://arxiv.org/abs/2109.06324
https://dx.doi.org/10.48550/arxiv.2109.06324
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3
Do individual differences in face recognition ability moderate the other ethnicity effect?
Childs, Michael Jeanne; Jones, Alex; Thwaites, Peter. - : American Psychological Association, 2021
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4
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ...
BASE
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5
Do 3D Face Images Capture Cues of Strength, Weight, and Height Better than 2D Face Images do?
In: Adapt Human Behav Physiol (2021)
BASE
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6
Facial metrics generated from manually and automatically placed image landmarks are highly correlated
BASE
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7
Intercultural understanding and primary-level second language learning and teaching
In: Language awareness. - Abingdon : Routledge 21 (2012) 4, 331-345
BLLDB
OLC Linguistik
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8
The educational aims of primary MFL teaching: an investigation into the perceived importance of linguistic competence and intercultural understanding
In: Language learning journal. - Abingdon, Oxfordshire : Routledge 37 (2009) 2, 255-265
BLLDB
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9
The educational aims of primary MFL teaching: an investigation into the perceived importance of linguistic competence and intercultural understanding
BASE
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10
The liminations of voice identification
In: Language and the law (London [etc.], 1994), p. 346-361
MPI für Psycholinguistik
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11
Forensic linguistics
Gibbons, John (Mitarb.); Nolan, Francis (Mitarb.); Jones, Alex (Mitarb.)...
In: Language and the law. - London [u.a.] : Longman (1994), 317-442
BLLDB
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12
Language and Archaelogy: Evaluating Competing Explanations of the Origins of the Indo-European Languages
In: Journal of Indo-European Studies 20 (1992), 31-44
Institut für Empirische Sprachwissenschaft
UB Frankfurt Linguistik
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13
Language and archaeology : evaluating competing explanations of the origins of the Indo-European languages
In: The journal of Indo-European studies. - Washington, D.C. : Institute for the Study of Man 20 (1992) 1-2, 31-44
BLLDB
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14
Linguistic similarity as an index of geographical location in the Indo-European dialects
In: Orbis. - Leuven : Peeters 34 (1985-1987) 1-2, 136-147
BLLDB
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