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Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
TLDR
We introduce a new benchmark, WinoBias, for coreference resolution focused on gender bias. Expand
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Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
TLDR
We propose to inject corpus-level constraints for calibrating existing structured prediction models and design an algorithm based on Lagrangian relaxation for collective inference for Reducing Bias Amplification in predictions. Expand
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Gender Bias in Contextualized Word Embeddings
TLDR
We quantify, analyze and mitigate gender bias exhibited in ELMo’s contextualized word vectors. Expand
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Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations
TLDR
We show that trained models significantly amplify the association of target labels with gender beyond what one would expect from biased datasets. Expand
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Identification of YTH Domain-Containing Proteins as the Readers for N1-Methyladenosine in RNA.
N1-methyladenosine (m1A) is an important post-transcriptional modification in RNA; however, the exact biological role of m1A remains to be determined. By employing a quantitative proteomics method,Expand
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Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence
TLDR
We propose an inference procedure for deep convolutional neural networks (CNNs) when partial evidence is available. Expand
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Fluorescein Derivatives as Bifunctional Molecules for the Simultaneous Inhibiting and Labeling of FTO Protein.
The FTO protein is unequivocally reported to play a critical role in human obesity and in the regulation of cellular levels of m(6)A modification, which makes FTO a significant and worthy subject ofExpand
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Kinematics and singularity analysis of a novel 7-DOF humanoid arm based on parallel manipulating spherical joints
The work addresses the motion characteristics and singularity of a novel 7-DOF humanoid arm based on parallel manipulating spherical joints. Firstly, according to parallel manipulating sphericalExpand
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Effect of lentiviral vector overexpression α-calcitonin gene-related peptide on titanium implant osseointegration in α-CGRP-deficient mice.
α-Calcitonin gene-related peptide (α-CGRP) plays a significant pathophysiological role in bone development, metabolism and remodeling around dental implants. However, the half-life of α-CGRP inExpand
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Application of N-halogeno-N-sodiobenzenesulfonamide reagents to the selective detection of 5-methylcytosine in DNA sequences.
To surmount the challenges of the locus determination and accurate quantification of 5-methyl-2'-deoxycytidine ((5Me)dC) in DNA fragments that contain multiple (5Me)dC residues, we designed andExpand
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