29 citations · 53 across the 18 of their papers we have counts for
3 papers · 1 filter
Blackbox meets blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains
Samira Abnar, Lisa Beinborn, Rochelle Choenni +1
In this paper, we define and apply representational stability analysis (ReStA), an intuitive way of analyzing neural language models. ReStA is a variant of the popular representati…
Robust Evaluation of Language-Brain Encoding Experiments
Lisa Beinborn, Samira Abnar, Rochelle Choenni
Language-brain encoding experiments evaluate the ability of language models to predict brain responses elicited by language stimuli. The evaluation scenarios for this task have not…
Semantic Drift in Multilingual Representations
Lisa Beinborn, Rochelle Choenni
Multilingual representations have mostly been evaluated based on their performance on specific tasks. In this article, we look beyond engineering goals and analyze the relations be…