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Career

· Doctoral Candidate, CLiMB Lab @ Stanford2019–
· Doctoral Candidate / PhD Student, Stanford University2019–
· Graduate Student, National Taiwan University2017–2018
· Associate Product Manager, Google2014–2015
· Intern, Google2013–
· Undergraduate Degree, Yale University

Publications (9)

Inducing Causal Structure for Interpretable Neural Networks
International Conference on Machine Learning · 2021
94
cited
Finding rare AGN: X-ray number counts of Chandra sources in Stripe 82
2012
33
cited
Causal Distillation for Language Models
North American Chapter of the Association for Computational Linguistics · 2021
29
cited
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP
Neural Information Processing Systems · 2021
22
cited
Constructions are Revealed in Word Distributions
Conference on Empirical Methods in Natural Language Processing · 2025
4
cited
BabyLM's First Constructions: Causal interventions provide a signal of learning
Conference on Empirical Methods in Natural Language Processing · 2025
3
cited
BabyLM's First Constructions: Causal probing provides a signal of learning
2025
1
cited
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