Essays about: "Learning evolution"

Showing result 11 - 15 of 113 essays containing the words Learning evolution.

1. 11. Contextual short-term memory for LLM-based chatbot

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

   Author : Mikael Lauri Aleksi Törnwall; [2023]
   Keywords : Chatbot; Artificial Intelligence; Machine Learning; Language Model; Large Language Model; GPT-3; Natural Language Processing; Text Summarization; Dialogue Summarization; Prompt Design; Prompt Programming; Chatbot; Artificiell Intelligens; Maskininlärning; Språkmodell; Stor Språkmodell; GPT-3; Naturlig Ppråkbehandling; Textsammanfattning; Sammanfattning av Dialog; Design för Inmatningsprompt; Inmatningsprompt Programmering;

   Abstract : The evolution of Language Models (LMs) has enabled building chatbot systems that are capable of human-like dialogues without the need for fine-tuning the chatbot for a specific task. LMs are stateless, which means that a LM-based chatbot does not have a recollection of the past conversation unless it is explicitly included in the input prompt. READ MORE

3. 12. SubKluster: Novel method to bin scaffolds from cereal genomes into subgenomes using substring frequency analysis

   University essay from Lunds universitet/Examensarbeten i bioinformatik

   Author : Victor Kalbskopf; [2023]
   Keywords : Biology and Life Sciences;

   Abstract : The genome of the Belinda variety of the hexaploid oat (Avena sativa) has recently been sequenced and assembled. This project aims to improve the assembly by clustering the thousands of scaffolds into their three ancestral subgenomes using Principle Component Analysis (PCA) of kmer and repeat-element frequencies. READ MORE

4. 13. Body patterning and cognition in cephalopods - a literature review

   University essay from SLU/Dept. of Animal Environment and Health

   Author : Georgina Chu; [2023]
   Keywords : cephalopods; octopus; body patterning; colour alteration; chromatophores; pigment cells; cognition; learning and memory;

   Abstract : Cephalopods are a valuable model for studying the evolution of cognition due to their distinctive brain structure, organisation, and connectivity patterns compared to vertebrates. The development of large brains and behavioural complexities are believed to be triggered by evolutionary pressures stemming from factors like heightened predation, more demanding foraging conditions, and intense mating competition. READ MORE

5. 14. Designing for Interactions in Learning Management System : An Evolution and Re-design of Canvas from a Student Perspective

   University essay from Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

   Author : Alva Lundberg; [2023]
   Keywords : learning managment system; Canvas; interface; navigation; interactions;

   Abstract : Learning management system (LMS) has been adopted by a majority of higher education institutions. LMS is an important tool for students in their education and often used daily by students in their studies. READ MORE

6. 15. The Tale of Two Techniques - The comparative accuracy of machine learning and statistical techniques in predicting corporate bankruptcy for Swedish industrial firms

   University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

   Author : Edvin Lindhout; Hampus Ljunglöf; [2023]
   Keywords : Bankruptcy prediction; Machine learning; XGBoost; Probit analysis; Swedish firms;

   Abstract : Bankruptcy prediction has long been an important area of study, yet the evolution of these predictive models in the context of modern machine learning techniques remains underexplored. Our thesis addresses this by comparing the effectiveness of probit analysis - a time-tested statistical approach - with XGBoost - a new-era machine learning technique - in predicting corporate bankruptcy among Swedish firms. READ MORE