Scholar
Helen Jin
Google Scholar ID: G6OdDawAAAAJ
University of Pennsylvania, previously Columbia University
Explainability
Machine Learning
Natural Language Processing
Artificial Intelligence
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Citations & Impact
All-time
Citations
51
H-index
4
i10-index
2
Publications
14
Co-authors
16
list available
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
Co-authors
11 total
Tian Zheng
Columbia University
Anton Xue
University of Texas at Austin
Shreya Havaldar
Student, University of Pennsylvania
Dan Roth
Professor of Computer Science, University of Pennsylvania
Haoyu Wang
University of Pennsylvania, Shanghai Jiao Tong University
Yu Feng
University of Pennsylvania
Chris Callison-Burch
Professor, University of Pennsylvania
Ryan Baker
Adelaide University
