Sökning: "sentimentanalys"
Visar resultat 1 - 5 av 50 uppsatser innehållade ordet sentimentanalys.
1. Domain Knowledge and Representation Learning for Centroid Initialization in Text Clustering with k-Means : An exploratory study
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Text clustering is a problem where texts are partitioned into homogeneous clusters, such as partitioning them based on their sentiment value. Two techniques to address the problem are representation learning, in particular language representation models, and clustering algorithms. LÄS MER
2. Efficient Sentiment Analysis and Topic Modeling in NLP using Knowledge Distillation and Transfer Learning
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : This abstract presents a study in which knowledge distillation techniques were applied to a Large Language Model (LLM) to create smaller, more efficient models without sacrificing performance. Three configurations of the RoBERTa model were selected as ”student” models to gain knowledge from a pre-trained ”teacher” model. LÄS MER
3. The Influence of Artificial Intelligence on Songwriting : Navigating Attribution Challenges and Copyright Protection
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : This report explores the evolving landscape of songwriting and copyright protection, with a focus on the influence of Artificial Intelligence (AI). It highlights the need for objective measures of attribution in music co-creation, including collaborations involving AI. LÄS MER
4. Biases in AI: An Experiment : Algorithmic Fairness in the World of Hateful Language Detection
Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Hateful language is a growing problem in digital spaces. Human moderators are not enough to eliminate the problem. Automated hateful language detection systems are used to aid the human moderators. One of the issues with the systems is that their performance can differ depending on who is the target of a hateful text. LÄS MER
5. App segments: A sentiment analysis study of Reddit posts discussing Instant Apps and App Clips
Kandidat-uppsats, Uppsala universitet/Institutionen för informatik och mediaSammanfattning : Google’s Instant Apps and Apple’s App Clips are technologies that enable small segments of full scale apps to run on a mobile device, without needing to have the app installed. By restricting the size of these segments, they are able to download and run almost instantly. LÄS MER