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cs.CL2024
Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks
Verna Dankers, Ivan Titov
Memorisation is a natural part of learning from real-world data: neural models pick up on atypical input-output combinations and store those training examples in their parameter sp…
cs.CL2024★ 6 cited
Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge
Khuyagbaatar Batsuren, Ekaterina Vylomova, Verna Dankers +4
The popular subword tokenizers of current language models, such as Byte-Pair Encoding (BPE), are known not to respect morpheme boundaries, which affects the downstream performance…