Search Results for author: Hannes Heikinheimo

Found 3 papers, 1 papers with code

Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network

no code implementations22 Apr 2021 Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo

In this paper we show that RNN-transducer models can be effectively adapted to new domains using only small amounts of textual data.

Domain Adaptation Language Modelling +2

Decomposable Families of Itemsets

no code implementations16 Jun 2020 Nikolaj Tatti, Hannes Heikinheimo

Such itemset families define a probabilistic model for the data from which the original collection of itemsets has been derived from.

A Character-Word Compositional Neural Language Model for Finnish

1 code implementation10 Dec 2016 Matti Lankinen, Hannes Heikinheimo, Pyry Takala, Tapani Raiko, Juha Karhunen

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.

Language Modelling

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