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1
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding
Cao, R; Wang, Y; Liang, Y. - : Association for Computational Linguistics, 2022
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2
Activated Epithelial FGF8 Signaling Induces Fused Supernumerary Incisors ...
Chen, Y.; Wang, Z.; Lin, C.. - : SAGE Journals, 2021
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3
Activated Epithelial FGF8 Signaling Induces Fused Supernumerary Incisors ...
Chen, Y.; Wang, Z.; Lin, C.. - : SAGE Journals, 2021
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4
A translated volume and its many covers: A Diachronic, Social-Semiotic Approach to the Study of Translated Book Covers
Li, L. - : Bloomsbury, 2021. : London and New York, 2021
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5
Neighborhood Matching Network for Entity Alignment
Wu, Y; Liu, X; Feng, Y. - : The Association for Computational Linguistics, 2020
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6
Towards Context-Aware Code Comment Generation
Xu, X; Huang, Q; Wang, Z. - : Association for Computational Linguistics, 2020
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7
Study of central exclusive [Image: see text] production in proton-proton collisions at [Formula: see text] and 13TeV
In: Eur Phys J C Part Fields (2020)
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8
The role of the precuneus and posterior cingulate cortex in the neural routes to action
Wang, Z; Liu, F; Sun, Y. - : Taylor & Francis, 2019
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9
Jointly Learning Entity and Relation Representations for Entity Alignment
Wu, Y; Liu, X; Feng, Y. - : Association for Computational Linguistics, 2019
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10
Demographic inference and representative population estimates from multilingual social media data
Abstract: Social media provide access to behavioural data at an unprecedented scale and granularity. However, using these data to understand phenomena in a broader population is difficult due to their non-representativeness and the bias of statistical inference tools towards dominant languages and groups. While demographic attribute inference could be used to mitigate such bias, current techniques are almost entirely monolingual and fail to work in a global environment. We address these challenges by combining multilingual demographic inference with post-stratification to create a more representative population sample. To learn demographic attributes, we create a new multimodal deep neural architecture for joint classification of age, gender, and organization-status of social media users that operates in 32 languages. This method substantially outperforms current state of the art while also reducing algorithmic bias. To correct for sampling biases, we propose fully interpretable multilevel regression methods that estimate inclusion probabilities from inferred joint population counts and ground-truth population counts. In a large experiment over multilingual heterogeneous European regions, we show that our demographic inference and bias correction together allow for more accurate estimates of populations and make a significant step towards representative social sensing in downstream applications with multilingual social media.
Keyword: deep learning; demographics; inclusion probabilities; latent attribute inference; multilingual; post-stratification; social media
URL: https://doi.org/10.1145/3308558.3313684
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11
Synthetically Supervised Feature Learning for Scene Text Recognition
Liu, Yang; Wang, Z; Jin, H. - : Springer International Publishing, 2018. : https://doi.org/10.1007/978-3-030-01228-1, 2018. : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018
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12
Search for dark matter produced in association with heavy-flavor quark pairs in proton-proton collisions at [Formula: see text]
Sirunyan, A. M.; Tumasyan, A.; Adam, W.. - : Springer Berlin Heidelberg, 2017
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13
Altered White Matter Integrity in Adolescents with Prelingual Deafness: A High-Resolution Tract-Based Spatial Statistics Imaging Study
In: AJNR Am J Neuroradiol (2013)
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14
Using a Dynamic Neural Field Model to Explore a Direct Collicular Inhibition Account of Inhibition of Return
Satel, J; Story, R; Hilchey, MD. - : IJCAI, 2013
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15
The development of a fuzzy expert system to help top decision makers in political and investment domains
Alshayji, Sameera. - : Brunel University, School of Information Systems, Computing and Mathematics, 2012
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16
Technical and Applied Papers - Conditions for Bifurcation of the Longitudinal Wave in a Porous Medium
In: Acta acustica united with Acustica. - Stuttgart : Hirzel 95 (2009) 2, 373-378
OLC Linguistik
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17
Technical and Applied Papers - Simulation Analysis of Transmission Loss in the Vibrating End Plate of an Expansion Chamber Silencer
In: Acta acustica united with Acustica. - Stuttgart : Hirzel 94 (2008) 5, 765-768
OLC Linguistik
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18
Structural Acoustics - Propagation Characteristics of Acoustic Waves in Phononic Crystal Plates with Locally Resonant Structures
In: Acta acustica united with Acustica. - Stuttgart : Hirzel 94 (2008) 3, 388-392
OLC Linguistik
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19
The Bloch Theorem Generalized for Semi-Infinitely Periodic Systems with Free Surface
In: Acta acustica united with Acustica. - Stuttgart : Hirzel 94 (2008) 4, 528-533
OLC Linguistik
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20
Kernel Regression Framework for Machine Translation: UCL System Description for WMT 2008 Shared Translation Task
In: Presented at: The Third ACL Workshop on Statistical Machine Translation. (2008) (2008)
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