Helen Jin
Scholar

Helen Jin

Google Scholar ID: G6OdDawAAAAJ
University of Pennsylvania, previously Columbia University
ExplainabilityMachine LearningNatural Language ProcessingArtificial Intelligence
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Citations & Impact
All-time
Citations
51
 
H-index
4
 
i10-index
2
 
Publications
14
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
6 items
Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models
2026
Cited
0
T-FIX: Text-Based Explanations with Features Interpretable to eXperts
2025
Cited
0
Probabilistic Soundness Guarantees in LLM Reasoning Chains
2025
Cited
0
Probabilistic Stability Guarantees for Feature Attributions
2025
Cited
0
Adaptively evaluating models with task elicitation
2025
Cited
0
The FIX Benchmark: Extracting Features Interpretable to eXperts
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
16 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Tian Zheng
Tian Zheng
Columbia University
Anton Xue
Anton Xue
University of Texas at Austin
Shreya Havaldar
Shreya Havaldar
Student, University of Pennsylvania
Dan Roth
Dan Roth
Professor of Computer Science, University of Pennsylvania
Haoyu Wang
Haoyu Wang
University of Pennsylvania, Shanghai Jiao Tong University