Диагностикалық тексерістер

In the pursuit of a deeper understanding of a model’s behaviour, there is recent impetus for developing suites of probes aimed at di- agnosing models beyond simple metrics like accuracy …...

AbstractPretrained contextualized language models such as BERT and T5 have established a new state-of-the-art for ad-hoc search. However, it is not yet well understood why these methods are so effective, …...

AbstractProbing is a popular approach to understand what linguistic information is contained in the representations of pre-trained language models. However, the mechanism of selecting the probe model has recently been …...