2 papers
cs.LG2025
An Efficient Plugin Method for Metric Optimization of Black-Box Models
Siddartha Devic, Nurendra Choudhary, Anirudh Srinivasan +3
Many machine learning algorithms and classifiers are available only via API queries as a ``black-box'' -- that is, the downstream user has no ability to change, re-train, or fine-t…
cs.CL2023
Counterfactually Probing Language Identity in Multilingual Models
Anirudh Srinivasan, Venkata S Govindarajan, Kyle Mahowald
Techniques in causal analysis of language models illuminate how linguistic information is organized in LLMs. We use one such technique, AlterRep, a method of counterfactual probing…