Essays about: "ROUGE"

Showing result 16 - 20 of 46 essays containing the word ROUGE.

1. 16. Clustering and Summarization of Chat Dialogues : To understand a company’s customer base

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Oskar Hidén; David Björelind; [2021]
   Keywords : Machine Learning; NLP; Text Representations; Clustering; Extractive summarization; TFIDF; S-BERT; FastText; K-means; DBSCAN; HDBSCAN; LSA; TextRank; Word Mover s Distance WMD ;

   Abstract : The Customer Success department at Visma handles about 200 000 customer chats each year, the chat dialogues are stored and contain both questions and answers. In order to get an idea of what customers ask about, the Customer Success department has to read a random sample of the chat dialogues manually. READ MORE

3. 17. Building high-quality datasets for abstractive text summarization : A filtering‐based method applied on Swedish news articles

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Julius Monsen; [2021]
   Keywords : NLP; abstractive text summarization; dataset quality; encoder-decoder model; BERT;

   Abstract : With an increasing amount of information on the internet, automatic text summarization could potentially make content more readily available for a larger variety of people. Training and evaluating text summarization models require datasets of sufficient size and quality. READ MORE

4. 18. Revival of the Cambodia’s music as a form to sustain national identity : a case study of SmallWorld SmallBand in producing authentic songs

   University essay from Lunds universitet/Medie- och kommunikationsvetenskap; Lunds universitet/Institutionen för kommunikation och medier

   Author : Sophornna Chea; [2020]
   Keywords : national identity; cultural identity; authenticity; revival; cultural citizenship; youth culture; social media; imagined community; media studies; production studies; music studies; Social Sciences;

   Abstract : This thesis critically examines the experiences of young artists in Cambodia’s music industry with regard to their experiences of incorporating traditional instruments and genres into music-making processes. The investigation is based on a case study of an original music band known as SmallWorld SmallBand, which is one of the leading bands in Cambodia. READ MORE

5. 19. Extractive Text Summarization of Greek News Articles Based on Sentence-Clusters

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Evangelia Kantzola; [2020]
   Keywords : text summarization; nlp; machine learning; word embeddings; sentence embeddings; clustering;

   Abstract : This thesis introduces an extractive summarization system for Greek news articles based on sentence clustering. The main purpose of the paper is to evaluate the impact of three different types of text representation, Word2Vec embeddings, TF-IDF and LASER embeddings, on the summarization task. READ MORE

6. 20. Automatic text summarization of Swedish news articles

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Niko Lehto; Mikael Sjödin; [2019]
   Keywords : Automatic text summarization; Language technology; Summary evaluation; Natural language processing;

   Abstract : With an increasing amount of textual information available there is also an increased need to make this information more accessible. Our paper describes a modified TextRank model and investigates the different methods available to use automatic text summarization as a means for summary creation of swedish news articles. READ MORE