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Generalizing Backpropagation for Gradient-Based Interpretability
Kevin Du, Lucas Torroba Hennigen, Niklas Stoehr, Alex Warstadt, Ryan Cotterell
ACL 2023, Outstanding Paper Award (top 1% of submissions)
Paper
Code
Video
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Controllable Context Sensitivity and the Knob Behind It
Julian Minder*, Kevin Du*, Niklas Stoehr, Giovanni Monea, Chris Wendler, Robert West, Ryan Cotterell
ICLR 2025
Paper
Code
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Context versus Prior Knowledge in Language Models
Kevin Du, Vésteinn Snæbjarnarson, Niklas Stoehr, Jennifer C. White, Aaron Schein, Ryan Cotterell
ACL 2024
Paper
Code
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The Causal Influence of Grammatical Gender on Distributional Semantics
Karolina Stańczak, Kevin Du, Adina Williams, Isabelle Augenstein, Ryan Cotterell
TACL 2024
Paper
Code
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Activation Scaling for Steering and Interpreting Language Models
Niklas Stoehr, Kevin Du, Vésteinn Snæbjarnarson, Robert West, Ryan Cotterell, Aaron Schein
EMNLP 2024 (Findings)
Paper
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Efficiently Computing Susceptibility to Context in Language Models
Tianyu Liu, Kevin Du, Mrinmaya Sachan, Ryan Cotterell
EMNLP 2024 (Findings)
Paper
Code
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Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences
Dan Cohen, Kevin Du, Bhaskar Mitra, Laura Mercurio, Navid Rekabsaz, Carsten Eickhoff
SIGIR 2022
Paper
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Enhanced Cost-Effectiveness Analysis Using EHR Data for Real World Value
Akshay Swaminathan, Chumeng Xu, Sharon Zhang, Kevin Du, Evelyn Siu, Laurynas Kalesinskas, Samuel Lite, Youna Song, Jeremy Snider, Scott Ramsey, Danielle Bargo, Blythe Adamson
Value in Health Journal, ISPOR, 2021
Paper