Bum Chul Kwon

3 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ACL (1) IJCAI (1) NAACL (1)

Top co-authors

Nandana Mihindukulasooriya (2) Kenney Ng (1) Shreyans Sethi (1) Beldine Moturi (1) Itai Guez (1) William Ogallo (1) Diwakar Mahajan (1) Shervin Ayati (1) Miguel Shinyenyi (1) Efrat Hexter (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Application Areas (2) Core AI (2) Deep Learning (1) Natural Language Processing (1) Learning Types (1) Resources & Methods (1)

Keywords

foundation model (2) masked language model (1) fairness testing (1) visual inspection (1) bias detection (1) drug discovery (1) molecule generation (1) molecular property prediction (1) interactive visualization (1) human-ai interaction (1) toxicity prediction (1) language model bia (1) bias measurement (1) stereotype detection (1) model bia (1) protein-ligand binding (1) visual analytics (1) biomedical ai (1) interpretability (1) log-likelihood scoring (1)

Papers

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery IJCAI 2024 Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023 An Empirical Study on Pseudo-log-likelihood Bias Measures for Masked Language Models Using Paraphrased Sentences NAACL 2022