Essays about: "Text Prediction"

Showing result 16 - 20 of 69 essays containing the words Text Prediction.

1. 16. Explainability Methods for Transformer-based Artificial Neural Networks: : a Comparative Analysis

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

   Author : Eliott Remmer; [2022]
   Keywords : XAI; NLP; Transformers; BERT; explainable predictions; SHAP; Attention; XAI; NLP; Transformers; BERT; förklarbara förutsägelser; SHAP; Attention;

   Abstract : The increasing complexity of Artificial Intelligence (AI) models is accompanied by an increase in difficulty in interpreting model predictions. This thesis work provides insights and understanding of the differences and similarities between explainability methods for AI models. READ MORE

3. 17. Text Prediction using Machine Learning

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Muhammad Faizan Khalid; [2022]
   Keywords : Language prediction; sentence completion; LSTM; GRU;

   Abstract : Language modeling is a very broad field and has been used for various purposes for a long period of time to make the lives of people easier. Language modeling is also used for text prediction for mobile keyboards to make the user experience smooth. READ MORE

4. 18. Multi-Class Emotion Classification for Interactive Presentations : A case study on how emotional sentiment analysis can help end users better convey intended emotion

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

   Author : Charlotte Andersson; [2022]
   Keywords : Interactive Presentations; Audience Engagement Platform; Emotion Prediction; Natural Language Processing; Text Classification; Sentiment Analysis; BERT; Case Study; Interaktiva Presenationer; Publikengagemangsplattform; Förutsägelse av Känslor; Natural Language Processing; Textklassificering; Attitydanalys; BERT; Fallstudie;

   Abstract : Mentimeter is one of the fastest-growing startups in Sweden. They are an audience engagement platform that allows users to create interactive presentations and engage an audience. As online information spreads increasingly faster, methods of analyzing, understanding, and categorizing information are developing and improving rapidly. READ MORE

5. 19. Comparison of Machine Learning Models Used for Swedish Text Classification in Chat Messaging

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

   Author : Mezbahul Karim; Amirtaha Amanzadi; [2022]
   Keywords : Machine learning; Natural language processing NLP ; Text classification; Model deployment; BERT; Maskininlärning; Naturlig språkbehandling NLP ; Textklassificering; Modellinstallation; BERT;

   Abstract : The rise of social media and the use of mobile applications has led to increasing concerns regarding the content that is shared through these apps and whether they are being regulated or not. One of the problems that can arise due to a lack of regulation is that chat messages that are inappropriate or of profane nature can be allowed to be shared through these apps. READ MORE

6. 20. DeepMACSS : Deep Modular Analyzer for Creating Semantics and generate code from Sketch

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : David Eriksson; [2022]
   Keywords : Artificial Intelligence; Deep learning; Machine learning; Code generation; Automation;

   Abstract : Scientific areas such as artificial intelligence have exploded in popularity and more advanced techniques such as deep learning has been applied in various areas in order to automate tasks. As many software developers know creating prototypes can both be daunting and very time consuming. READ MORE