Essays about: "Dictionary Learning"

Showing result 1 - 5 of 38 essays containing the words Dictionary Learning.

  1. 1. Understanding Sales Performance Using Natural Language Processing - An experimental study evaluating rule-based algorithms in a B2B setting

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Angelica Smedberg; [2023]
    Keywords : NLP; Sentiment Analysis; Ruled-based algorithms; TextBlob; VADER; Naïve Bayes; Machine Learning;

    Abstract : Natural Language Processing (NLP) is a branch in data science that marries artificial intelligence with linguistics. Essentially, it tries to program computers to understand human language, both spoken and written. Over the past decade, researchers have applied novel algorithms to gain a better understanding of human sentiment. READ MORE

  3. 2. Analysing CSR reporting over the years, company size, region, and sector through dictionary-based text mining

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Anuj Singhvi; Dorna Jahangoshay Sarijlou; [2023]
    Keywords : Corporate Social Responsibility; Sustainability Reporting; Natural Language Processing; Text Mining; CSR Dictionaries;

    Abstract : As Corporate Social Responsibility (CSR) reports become more prevalent and systematised, there is a strong need to develop approaches that seek to analyse the contents of these reports. In this thesis, we present two valuable contributions. READ MORE

  4. 3. A Hybrid Approach to Hate Speech Detection

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Simon Rickardsson; [2023]
    Keywords : ;

    Abstract : An interesting question is to what extent can background knowledge help in the context of text classification. To address this in more detail, can a traditional rulebased classifier help boost the accuracy of learned models? We explore this here for detecting hate speech and offensive language in online text. READ MORE

  5. 4. Narratives in Central Banking - A Case Study on Federal Reserve Communication

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Love Leijonklo; Felix Wilke; [2023]
    Keywords : federal reserve; central bank; communication; sentiment; latent dirichlet allocation;

    Abstract : This paper investigates how Federal Reserve communication affects financial markets. This is done by constructing a sentiment index based on meeting minutes released by the Federal Open Market Committee. READ MORE

  6. 5. Do central bank speeches help predict monetary policy?

    University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

    Author : Quang Vo; [2023]
    Keywords : Riksbank; ECB; DeBERTa; speeches; transfer learning; Business and Economics;

    Abstract : This paper studies the information contained in central bank speeches, focusing on predicting future monetary policy. Departing from previous papers which use mainly dictionary-based methods, we employ the deep transfer learning technique to process the text data. READ MORE