Search Results for author: Yash Raj Shrestha

Found 7 papers, 1 papers with code

Large Language Models for Difficulty Estimation of Foreign Language Content with Application to Language Learning

no code implementations10 Sep 2023 Michalis Vlachos, Mircea Lungu, Yash Raj Shrestha, Johannes-Rudolf David

This is accomplished by identifying content on topics that the user is interested in, and that closely align with the learner's proficiency level in that foreign language.

Towards Automatic Bias Detection in Knowledge Graphs

1 code implementation Findings (EMNLP) 2021 Daphna Keidar, Mian Zhong, Ce Zhang, Yash Raj Shrestha, Bibek Paudel

With the recent surge in social applications relying on knowledge graphs, the need for techniques to ensure fairness in KG based methods is becoming increasingly evident.

Bias Detection Fairness +2

Augmenting Organizational Decision-Making with Deep Learning Algorithms: Principles, Promises, and Challenges

no code implementations2 Nov 2020 Yash Raj Shrestha, Vaibhav Krishna, Georg von Krogh

The current expansion of theory and research on artificial intelligence in management and organization studies has revitalized the theory and research on decision-making in organizations.

Decision Making Management

Adversarial Learning for Debiasing Knowledge Graph Embeddings

no code implementations29 Jun 2020 Mario Arduini, Lorenzo Noci, Federico Pirovano, Ce Zhang, Yash Raj Shrestha, Bibek Paudel

As a second step, we explore gender bias in KGE, and a careful examination of popular KGE algorithms suggest that sensitive attribute like the gender of a person can be predicted from the embedding.

Attribute Knowledge Graph Embeddings +2

A Deep Learning Pipeline for Patient Diagnosis Prediction Using Electronic Health Records

no code implementations23 Jun 2020 Leopold Franz, Yash Raj Shrestha, Bibek Paudel

Second, machine learning algorithms that predict multiple disease diagnosis categories simultaneously remain underdeveloped.

BIG-bench Machine Learning Decision Making

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