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cs.CL2023
Learning to Abstract with Nonparametric Variational Information Bottleneck
Melika Behjati, Fabio Fehr, James Henderson
Learned representations at the level of characters, sub-words, words and sentences, have each contributed to advances in understanding different NLP tasks and linguistic phenomena.…
cs.CL2021★ 1 cited
Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention
Melika Behjati, James Henderson
Characters do not convey meaning, but sequences of characters do. We propose an unsupervised distributional method to learn the abstract meaningful units in a sequence of character…