Essays about: "FastText"

Showing result 11 - 15 of 24 essays containing the word FastText.

  1. 11. Automatic language identification of short texts

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Anna Avenberg; [2020]
    Keywords : Automatic language identification; Natural language processing; Machine learning; Artificial intelligence; Short texts;

    Abstract : The world is growing more connected through the use of online communication, exposing software and humans to all the world's languages. While devices are able to understand and share the raw data between themselves and with humans, the information itself is not expressed in a monolithic format. READ MORE

  3. 12. Data Augmentation in Solving Data Imbalance Problems

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jie Gao; [2020]
    Keywords : Data augmentation; Data imbalance; NLP; Deep learning; Comparison.; Dataförstoring; Data obalans; Textklassificering; Naturlig språkbehandling; Djup lärning.;

    Abstract : This project mainly focuses on the various methods of solving data imbalance problems in the Natural Language Processing (NLP) field. Unbalanced text data is a common problem in many tasks especially the classification task, which leads to the model not being able to predict the minority class well. READ MORE

  4. 13. Sentiment analysis of movie reviews in Chinese

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Jun Zhang; [2020]
    Keywords : sentiment analysis; classification strategies; feature selection; machine learning; embedding; deep learning;

    Abstract : Sentiment analysis aims at figuring out the opinions of the users towards a certain service or product. In this research, the aim is at classifying the sentiments of users based on the comments they have posed on Douban movie website. READ MORE

  5. 14. Using NLP Techniques for Log Analysis to Recommend Activities For Troubleshooting Processes

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Martin Sköld; [2020]
    Keywords : ;

    Abstract : Continuous Integration is the practice of building and testing software every time a code change is merged into its entire codebase. At the merge, the source code is compiled, dependencies are resolved, and test cases are executed. READ MORE

  6. 15. Swedish NLP Solutions for Email Classification

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : John Robert Castronuovo; [2020]
    Keywords : ;

    Abstract : Assigning categories to text communications is a common task of Natural Language Processing (NLP). In 2018, a new deep learning language repre- sentation model, Bidirectional Encoder Representations from Transformers (BERT), was developed which can make inferences from text without task specific architecture. READ MORE