Clara Meister

Searching for Search Errors in Neural Morphological Inflection

2021

Neural sequence-to-sequence models are currently the predominant choice for language generation tasks. Yet, on word-level tasks, exact inference of these models reveals the empty string is often the global optimum. Prior works have speculated this …

Naturalistic Causal Probing for Morpho-Syntax

2023 · Transactions of the Association for Computational Linguistics

Abstract Probing has become a go-to methodology for interpreting and analyzing deep neural models in natural language processing. However, there is still a lack of understanding of the limitations and weaknesses of various types of …