2 citations · 6 across the 17 of their papers we have counts for
3 papers · 1 filter
Interpretability of Language Models via Task Spaces
Lucas Weber, Jaap Jumelet, Elia Bruni +1
The usual way to interpret language models (LMs) is to test their performance on different benchmarks and subsequently infer their internal processes. In this paper, we present an…
Do Language Models Exhibit Human-like Structural Priming Effects?
Jaap Jumelet, Willem Zuidema, Arabella Sinclair
We explore which linguistic factors -- at the sentence and token level -- play an important role in influencing language model predictions, and investigate whether these are reflec…
Filtered Corpus Training (FiCT) Shows that Language Models can Generalize from Indirect Evidence
Abhinav Patil, Jaap Jumelet, Yu Ying Chiu +5
This paper introduces Filtered Corpus Training, a method that trains language models (LMs) on corpora with certain linguistic constructions filtered out from the training data, and…