Essays about: "representation learning"

Showing result 6 - 10 of 389 essays containing the words representation learning.

1. 6. Topological regularization and relative latent representations

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

   Author : Alejandro García Castellanos; [2023]
   Keywords : Algebraic Topology; Large Language Models; Relative Representation; Representation Learning; Model Stitching; Topological DataAnalysis; Zero-shot; Algebraisk topologi; Stora språkmodeller; Relativ representation; Representationsinlärning; Modell sömmar; Topologisk dataanalys; Zero-shot;

   Abstract : This Master's Thesis delves into the application of topological regularization techniques and relative latent representations within the realm of zero-shot model stitching. Building upon the prior work of Moschella et al. READ MORE

3. 7. Social class representations and construction of entrepreneurial identities in Swedish ELT textbooks

   University essay from Stockholms universitet/Engelska institutionen

   Author : Cristina Elena Staicu; [2023]
   Keywords : Neoliberalism; social class; social inequality; entrepreneurialism; English textbooks; ELT; Sweden;

   Abstract : Modern societies across the globe have been deeply transformed by the rise of capitalism and neoliberalism in the last century. This has had a significant impact on education which has been reconfigured to meet the needs of the market rather than the needs of the learner. READ MORE

4. 8. Reinforcement Learning for Multi-Agent Strategy Synthesis Using Higher-Order Knowledge

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

   Author : Gustav Forsell; Shamoun Gergi; [2023]
   Keywords : Higher Order Knowledge; Imperfect Information; Reinforcement Learning; Deep Q- networks; Knowledge Representation; Pursuit Evasion Games;

   Abstract : Imagine for a moment we are living in the distant future where autonomous robots are patrollingthe streets as police officers. Two such robots are chasing a robber through the city streets. Fearingthe thief might listen in to any potential transmission, both robots remain radio silent and are thuslimited to a strictly visual pursuit. READ MORE

5. 9. Information Extraction for Test Identification in Repair Reports in the Automotive Domain

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Huang Jie; [2023]
   Keywords : text classification; information retrieval; contrastive learning; prompt-based fine-tuning; large language models;

   Abstract : The knowledge of tests conducted on a problematic vehicle is essential for enhancing the efficiency of mechanics. Therefore, identifying the tests performed in each repair case is of utmost importance. This thesis explores techniques for extracting data from unstructured repair reports to identify component tests. READ MORE

6. 10. “An accidental heroine” : An Investigation of Gender Representation and Gender-based Stereotypes in Swedish Digital EFL Learning Material

   University essay from Stockholms universitet/Engelska institutionen

   Author : Malin Ångström; [2023]
   Keywords : Gender representation; gender-based stereotypes; digital learning material; semantic types.;

   Abstract : The endeavour for gender equality and against gender-based patterns (stereotypes) are topics often discussed in relation to education. Correspondingly, extensive research on textbooks used in schools around the world has been conducted, some of which include the aspect of people beyond the binary. READ MORE