Search Results for author: Elizabeth Belding

Found 8 papers, 5 papers with code

Mobile Internet Quality Estimation using Self-Tuning Kernel Regression

no code implementations4 Nov 2023 Hanyang Jiang, Henry Shaowu Yuchi, Elizabeth Belding, Ellen Zegura, Yao Xie

Modeling and estimation for spatial data are ubiquitous in real life, frequently appearing in weather forecasting, pollution detection, and agriculture.

regression Weather Forecasting

Towards Understanding Gender Bias in Relation Extraction

1 code implementation ACL 2020 Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang, William Yang Wang

We use WikiGenderBias to evaluate systems for bias and find that NRE systems exhibit gender biased predictions and lay groundwork for future evaluation of bias in NRE.

counterfactual Data Augmentation +3

A Benchmark Dataset for Learning to Intervene in Online Hate Speech

1 code implementation IJCNLP 2019 Jing Qian, Anna Bethke, Yinyin Liu, Elizabeth Belding, William Yang Wang

In this paper, we also analyze the datasets to understand the common intervention strategies and explore the performance of common automatic response generation methods on these new datasets to provide a benchmark for future research.

Response Generation

Learning to Decipher Hate Symbols

no code implementations NAACL 2019 Jing Qian, Mai ElSherief, Elizabeth Belding, William Yang Wang

Furthermore, we propose a novel Variational Decipher and show how it can generalize better to unseen hate symbols in a more challenging testing setting.

General Classification

SafeRoute: Learning to Navigate Streets Safely in an Urban Environment

1 code implementation3 Nov 2018 Sharon Levy, Wenhan Xiong, Elizabeth Belding, William Yang Wang

We propose SafeRoute, a novel solution to the problem of navigating cities and avoiding street harassment and crime.

Navigate Representation Learning

Hierarchical CVAE for Fine-Grained Hate Speech Classification

no code implementations EMNLP 2018 Jing Qian, Mai ElSherief, Elizabeth Belding, William Yang Wang

Existing work on automated hate speech detection typically focuses on binary classification or on differentiating among a small set of categories.

Binary Classification Classification +2

Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media

2 code implementations11 Apr 2018 Mai ElSherief, Vivek Kulkarni, Dana Nguyen, William Yang Wang, Elizabeth Belding

While social media empowers freedom of expression and individual voices, it also enables anti-social behavior, online harassment, cyberbullying, and hate speech.

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