HaT5: Hate Language Identification using Text-to-Text Transfer Transformer

no code implementations • 11 Feb 2022 • Sana Sabah Sabry, Tosin Adewumi, Nosheen Abid, György Kovacs, Foteini Liwicki, Marcus Liwicki

We investigate the performance of a state-of-the art (SoTA) architecture T5 (available on the SuperGLUE) and compare with it 3 other previous SoTA architectures across 5 different tasks from 2 relatively diverse datasets.

Data Augmentation Explainable artificial intelligence +1

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

no code implementations • 12 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