Alert button
Picture for Steven Euijong Whang

Steven Euijong Whang

Alert button

ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models

Mar 08, 2024
Jio Oh, Soyeon Kim, Junseok Seo, Jindong Wang, Ruochen Xu, Xing Xie, Steven Euijong Whang

Figure 1 for ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
Figure 2 for ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
Figure 3 for ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
Figure 4 for ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
Viaarxiv icon

LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views

Feb 07, 2024
Yuji Roh, Qingyun Liu, Huan Gui, Zhe Yuan, Yujin Tang, Steven Euijong Whang, Liang Liu, Shuchao Bi, Lichan Hong, Ed H. Chi, Zhe Zhao

Viaarxiv icon

Falcon: Fair Active Learning using Multi-armed Bandits

Jan 24, 2024
Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang

Viaarxiv icon

Quilt: Robust Data Segment Selection against Concept Drifts

Dec 15, 2023
Minsu Kim, Seong-Hyeon Hwang, Steven Euijong Whang

Viaarxiv icon

Personalized DP-SGD using Sampling Mechanisms

May 24, 2023
Geon Heo, Junseok Seo, Steven Euijong Whang

Figure 1 for Personalized DP-SGD using Sampling Mechanisms
Figure 2 for Personalized DP-SGD using Sampling Mechanisms
Figure 3 for Personalized DP-SGD using Sampling Mechanisms
Figure 4 for Personalized DP-SGD using Sampling Mechanisms
Viaarxiv icon

Improving Fair Training under Correlation Shifts

Feb 05, 2023
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

Figure 1 for Improving Fair Training under Correlation Shifts
Figure 2 for Improving Fair Training under Correlation Shifts
Figure 3 for Improving Fair Training under Correlation Shifts
Figure 4 for Improving Fair Training under Correlation Shifts
Viaarxiv icon

XClusters: Explainability-first Clustering

Sep 22, 2022
Hyunseung Hwang, Steven Euijong Whang

Figure 1 for XClusters: Explainability-first Clustering
Figure 2 for XClusters: Explainability-first Clustering
Figure 3 for XClusters: Explainability-first Clustering
Figure 4 for XClusters: Explainability-first Clustering
Viaarxiv icon

iFlipper: Label Flipping for Individual Fairness

Sep 15, 2022
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang

Figure 1 for iFlipper: Label Flipping for Individual Fairness
Figure 2 for iFlipper: Label Flipping for Individual Fairness
Figure 3 for iFlipper: Label Flipping for Individual Fairness
Figure 4 for iFlipper: Label Flipping for Individual Fairness
Viaarxiv icon

Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries

Feb 07, 2022
Geon Heo, Steven Euijong Whang

Figure 1 for Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries
Figure 2 for Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries
Figure 3 for Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries
Figure 4 for Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries
Viaarxiv icon

Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective

Dec 13, 2021
Steven Euijong Whang, Yuji Roh, Hwanjun Song, Jae-Gil Lee

Figure 1 for Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
Figure 2 for Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
Figure 3 for Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
Figure 4 for Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
Viaarxiv icon