Alex Mallen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Term Dependencies

Document Ranking

Smoothing Methods

Language Modelling

Top Venues

Publications

Nora Belrose, Quintin Pope, Lucia Quirke, Alex Mallen, Xiaoli Fern
Neural Networks Learn Statistics of Increasing Complexity. CoRR (2024)
Alex Mallen, Akari Asai, Victor Zhong, Rajarshi Das, Daniel Khashabi, Hannaneh Hajishirzi
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories. ACL (1) (2023)
Alex Mallen, Nora Belrose
Eliciting Latent Knowledge from Quirky Language Models. CoRR (2023)
Andy Zou, Long Phan, Sarah Chen, James Campbell, Phillip Guo, Richard Ren, Alexander Pan, Xuwang Yin, Mantas Mazeika, Ann-Kathrin Dombrowski, Shashwat Goel, Nathaniel Li, Michael J. Byun, Zifan Wang, Alex Mallen, Steven Basart, Sanmi Koyejo, Dawn Song, Matt Fredrikson, J. Zico Kolter, Dan Hendrycks
Representation Engineering: A Top-Down Approach to AI Transparency. CoRR (2023)
Alex Mallen, Akari Asai, Victor Zhong, Rajarshi Das, Hannaneh Hajishirzi, Daniel Khashabi
When Not to Trust Language Models: Investigating Effectiveness and Limitations of Parametric and Non-Parametric Memories. CoRR (2022)
Alex Mallen, Christoph A. Keller, J. Nathan Kutz
Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data. CoRR (2022)
Alex Mallen, Henning Lange, J. Nathan Kutz
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties. CoRR (2021)