15 citations · 19 across the 2 of their papers we have counts for
3 papers
cs.CL2021
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network
Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski +2
Adaption of end-to-end speech recognition systems to new tasks is known to be challenging. A number of solutions have been proposed which apply external language models with variou…
cs.LG2020★ 15 cited
Decomposable Families of Itemsets
Nikolaj Tatti, Hannes Heikinheimo
The problem of selecting a small, yet high quality subset of patterns from a larger collection of itemsets has recently attracted lot of research. Here we discuss an approach to th…
cs.CL2016★ 4 cited
A Character-Word Compositional Neural Language Model for Finnish
Matti Lankinen, Hannes Heikinheimo, Pyry Takala +2
Inspired by recent research, we explore ways to model the highly morphological Finnish language at the level of characters while maintaining the performance of word-level models. W…