Search Results for author: Rickard Brännvall

Found 3 papers, 0 papers with code

Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning

no code implementations12 Oct 2021 Tosin Adewumi, Rickard Brännvall, Nosheen Abid, Maryam Pahlavan, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki

Perplexity score (an automated intrinsic language model metric) and surveys by human evaluation were used to assess the performances of the fine-tuned models, with results that indicate that the capacity for transfer learning can be exploited with considerable success.

Chatbot Language Modelling +2

ReLU and Addition-based Gated RNN

no code implementations10 Aug 2023 Rickard Brännvall, Henrik Forsgren, Fredrik Sandin, Marcus Liwicki

It is demonstrated that the novel gating mechanism can capture long-term dependencies for a standard synthetic sequence learning task while significantly reducing computational costs such that execution time is reduced by half on CPU and by one-third under encryption.

Handwritten Text Recognition Privacy Preserving +1

The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers

no code implementations3 Oct 2023 Rickard Brännvall

In particular, we believe that the ReLU and addition-based attention mechanism introduced in this paper may enable privacy-preserving AI applications operating under homomorphic encryption by avoiding the costly multiplication of encrypted variables.

Computational Efficiency Privacy Preserving

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