Search Results for author: Susan Gauch

Found 8 papers, 2 papers with code

Improving Minority Stress Detection with Emotions

no code implementations29 Nov 2023 Jonathan Ivey, Susan Gauch

Psychological stress detection is an important task for mental healthcare research, but there has been little prior work investigating the effectiveness of psychological stress models on minority individuals, who are especially vulnerable to poor mental health outcomes.

Improving Cross-Domain Hate Speech Generalizability with Emotion Knowledge

1 code implementation24 Nov 2023 Shi Yin Hong, Susan Gauch

Reliable automatic hate speech (HS) detection systems must adapt to the in-flow of diverse new data to curtail hate speech.

Hate Speech Detection

Multidimensional Fairness in Paper Recommendation

no code implementations2 May 2023 Reem AlSaffar, Susan Gauch, Hinab Al-Kawaz

Recommendation algorithms for paper review also may have implicit bias.

Fairness

Micron-BERT: BERT-based Facial Micro-Expression Recognition

1 code implementation CVPR 2023 Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu

By incorporating these components into an end-to-end deep network, the proposed $\mu$-BERT significantly outperforms all previous work in various micro-expression tasks.

Micro Expression Recognition Micro-Expression Recognition +1

WOVe: Incorporating Word Order in GloVe Word Embeddings

no code implementations18 May 2021 Mohammed Ibrahim, Susan Gauch, Tyler Gerth, Brandon Cox

Defining a word as a vector made it easy for the machine learning algorithms to understand a text and extract information from.

Word Embeddings Word Similarity

An Automated Method to Enrich Consumer Health Vocabularies Using GloVe Word Embeddings and An Auxiliary Lexical Resource

no code implementations18 May 2021 Mohammed Ibrahim, Susan Gauch, Omar Salman, Mohammed Alqahatani

In this paper, we present an automatic method to enrich laymen's vocabularies that has the benefit of being able to be applied to vocabularies in any domain.

Word Embeddings

Diverse Group Formation Based on Multiple Demographic Features

no code implementations9 Aug 2020 Mohammed Alqahtani, Susan Gauch, Omar Salman, Mohammed Ibrahim, Reem Al-Saffar

Moreover, we introduce two diversity ranking algorithms that form a group by considering demographic features along with the minimum required skills.

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