Essays about: "text summarisation"

Found 2 essays containing the words text summarisation.

1. 1. Examining Machine Learning as an alternative for scalable video analysis

   University essay from KTH/Hälsoinformatik och logistik

   Author : Niclas Ragnar; Zoran Tolic; [2019]
   Keywords : Machine Learning; MLaaS; Microsoft; Google; DeepAI; Aylien; video analysis; transcription; translation; summarisation; Word Error Rate; BLEU; Maskininlärning; MLaaS; Microsoft; Google; videoanalys; transkribering; översättning; sammanfattning; word error rate; BLEU;

   Abstract : Video is a large part of today’s society where surveillance cameras represent the biggest source of big data, and real-time entertainment is the largest network traffic category. There is currently a large interest in analysing the contents of video where video analysis is mainly conducted by people. READ MORE

3. 2. The effect of noise in the training of convolutional neural networks for text summarisation

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Ailsa Meechan-Maddon; [2019]
   Keywords : text summarisation; text summarization; summarization; nlp; computational linguistics; cnn; neural networks; machine learning;

   Abstract : In this thesis, we work towards bridging the gap between two distinct areas: noisy text handling and text summarisation. The overall goal of the paper is to examine the effects of noise in the training of convolutional neural networks for text summarisation, with a view to understanding how to effectively create a noise-robust text-summarisation system. READ MORE