Essays about: "optimering"

Showing result 6 - 10 of 903 essays containing the word optimering.

1. 6. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Niklas Wretblad; Fredrik Gordh Riseby; [2024]
   Keywords : Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

   Abstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE

3. 7. OPTIMISATION AND UNDERSTANDING OF TECHNOLOGICAL ARTEFACTS An Experimental Study Investigating the Role of Causal Cognition and Social Learning in Micro-society Paradigms

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Albin Högberg; Eva Iliefski-Janols; [2023-02-01]
   Keywords : Cumulative Technological Culture; Cognitive Niche Hypothesis; Cultural Niche Hypothesis; Social Learning; Causal Cognition; Micro-society Paradigms;

   Abstract : Cumulative technological culture - how humans can build upon and improve the technology and tools of earlier generations - has been regarded as a main contributing factor for Homo sapiens' success as a species. In this study we investigate the role of causal cognition and social learning in the optimisation of technological artefacts. READ MORE

4. 8. Development of a guide system for free neutron oscillation searches at the European Spallation Source

   University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Lunds Tekniska Högskola; Lunds universitet/European Spallation Source ESS AB

   Author : Linnéa Björk; [2023]
   Keywords : ESS; neutrons; dark matter; antimatter; neutron guides; Physics and Astronomy;

   Abstract : In this project, a neutron delivery system for the study of free neutron oscillations at the HIBEAM beamline at the European Spallation Source (ESS) has been developed. The HIBEAM experiment is part of a two-stage program at ESS which will address open questions in physics; specifically the nature of dark matter and the observed asymmetry between matter and antimatter in the Universe. READ MORE

5. 9. A personalized quasi-passive ankleexoskeleton using human-in-the loop optimization approaches

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Ho Ming Kong; [2023]
   Keywords : ;

   Abstract : Passive ankle exoskeletons have been proven to successfully decrease muscle demand for walking. The movement of the user’s ankle drives a mechanical clutch and spring, which eventually stores and returns mechanical energy to the user. READ MORE

6. 10. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

   University essay from KTH/Matematik (Avd.)

   Author : Giorgio Sacchi; [2023]
   Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

   Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE