1 citations · 1 across the 5 of their papers we have counts for
5 papers
The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement
Jonathan Kamp, Lisa Beinborn, Antske Fokkens
Post-hoc explanation methods are an important tool for increasing model transparency for users. Unfortunately, the currently used methods for attributing token importance often yie…
CLIMB: Curriculum Learning for Infant-inspired Model Building
Richard Diehl Martinez, Zebulon Goriely, Hope McGovern +4
We describe our team's contribution to the STRICT-SMALL track of the BabyLM Challenge. The challenge requires training a language model from scratch using only a relatively small t…
Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods
Jonathan Kamp, Lisa Beinborn, Antske Fokkens
Feature attribution scores are used for explaining the prediction of a text classifier to users by highlighting a k number of tokens. In this work, we propose a way to determine th…
Analyzing Cognitive Plausibility of Subword Tokenization
Lisa Beinborn, Yuval Pinter
Subword tokenization has become the de-facto standard for tokenization, although comparative evaluations of subword vocabulary quality across languages are scarce. Existing evaluat…
Cross-Lingual Transfer of Cognitive Processing Complexity
Charlotte Pouw, Nora Hollenstein, Lisa Beinborn
When humans read a text, their eye movements are influenced by the structural complexity of the input sentences. This cognitive phenomenon holds across languages and recent studies…