Search Results for author: Yang Zhong

Found 12 papers, 3 papers with code

WIKIBIAS: Detecting Multi-Span Subjective Biases in Language

1 code implementation Findings (EMNLP) 2021 Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang

Biases continue to be prevalent in modern text and media, especially subjective bias – a special type of bias that introduces improper attitudes or presents a statement with the presupposition of truth.

Modeling Intensification for Sign Language Generation: A Computational Approach

1 code implementation Findings (ACL) 2022 Mert İnan, Yang Zhong, Sabit Hassan, Lorna Quandt, Malihe Alikhani

To employ our strategies, we first annotate a subset of the benchmark PHOENIX-14T, a German Sign Language dataset, with different levels of intensification.

Text Generation

Graph Neural Network Potential for Magnetic Materials

no code implementations6 Mar 2022 Hongyu Yu, Yang Zhong, Changsong Xu, Xingao Gong, Hongjun Xiang

A spin-dependent ML interatomic potential approach based on the crystal graph neural network (GNN) has been developed for any magnetic system.

A Machine Learning Generative Method for Automating Antenna Design and Optimization

no code implementations28 Feb 2022 Yang Zhong, Peter Renner, Weiping Dou, Geng Ye, Jiang Zhu, Qing Huo Liu

For a dual resonance antenna design with wide bandwidth, our proposed method is in par with Trust Region Framework and much better than the other mature machine learning algorithms including the widely used Genetic Algorithm and Particle Swarm Optimization.

Edge-based Tensor prediction via graph neural networks

no code implementations15 Jan 2022 Yang Zhong, Hongyu Yu, Xingao Gong, Hongjun Xiang

Message-passing neural networks (MPNN) have shown extremely high efficiency and accuracy in predicting the physical properties of molecules and crystals, and are expected to become the next-generation material simulation tool after the density functional theory (DFT).

Band Gap Formation Energy

Neural CRF Model for Sentence Alignment in Text Simplification

1 code implementation ACL 2020 Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong, Wei Xu

The success of a text simplification system heavily depends on the quality and quantity of complex-simple sentence pairs in the training corpus, which are extracted by aligning sentences between parallel articles.

Semantic Similarity Semantic Textual Similarity +1

Discourse Level Factors for Sentence Deletion in Text Simplification

no code implementations23 Nov 2019 Yang Zhong, Chao Jiang, Wei Xu, Junyi Jessy Li

We inspect various document and discourse factors associated with sentence deletion, using a new manually annotated sentence alignment corpus we collected.

Text Simplification

Regularizing CNN Transfer Learning with Randomised Regression

no code implementations CVPR 2020 Yang Zhong, Atsuto Maki

That is, a CNN is efficiently regularized without additional resources of data or prior domain expertise.

Transfer Learning

Target Aware Network Adaptation for Efficient Representation Learning

no code implementations2 Oct 2018 Yang Zhong, Vladimir Li, Ryuzo Okada, Atsuto Maki

This paper presents an automatic network adaptation method that finds a ConvNet structure well-suited to a given target task, e. g., image classification, for efficiency as well as accuracy in transfer learning.

Image Classification Representation Learning +1

Face Attribute Prediction Using Off-the-Shelf CNN Features

no code implementations12 Feb 2016 Yang Zhong, Josephine Sullivan, Hai-Bo Li

Predicting attributes from face images in the wild is a challenging computer vision problem.

Face Recognition General Classification

Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild

no code implementations4 Feb 2016 Yang Zhong, Josephine Sullivan, Hai-Bo Li

Predicting facial attributes from faces in the wild is very challenging due to pose and lighting variations in the real world.

Face Recognition Image Classification

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