Essays about: "Hannes Karlbom"

Found 2 essays containing the words Hannes Karlbom.

1. 1. Abstractive Summarization of Podcast Transcriptions

   University essay from Uppsala universitet/Artificiell intelligens

   Author : Hannes Karlbom; [2021]
   Keywords : ;

   Abstract : In the rapidly growing medium of podcasts, as episodes are automatically transcribed the need for good natural language summarization models which can handle a variety of obstacles presented by the transcriptions and the format has increased. This thesis investigates the transformer-based sequence-to-sequence models, where an attention mechanism keeps track of which words in the context are most important to the next word prediction in the sequence. READ MORE

3. 2. Hybrid Machine Translation : Choosing the best translation with Support Vector Machines

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Hannes Karlbom; [2016]
   Keywords : ;

   Abstract : In the field of machine translation there are various systems available which have different strengths and weaknesses. This thesis investigates the combination of two systems, a rule based one and a statistical one, to see if such a hybrid system can provide higher quality translations. READ MORE