Essays about: "manual evaluation"

Showing result 11 - 15 of 284 essays containing the words manual evaluation.

1. 11. Decompiling Go : Using metadata to improve decompilation readability

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

   Author : Mattias Grenfeldt; [2023]
   Keywords : Decompilation; Go; Runtime Metadata; Reverse Engineering; Dekompilering; Go; Körtidsmetadata; Reverse Engineering;

   Abstract : Malware written in Go is on the rise, and yet, tools for investigating Go programs, such as decompilers, are limited. A decompiler takes a compiled binary and tries to recover its source code. Go is a high-level language that requires runtime metadata to implement many of its features, such as garbage collection and polymorphism. READ MORE

3. 12. Prompt-learning and Zero-shot Text Classification with Domain-specific Textual Data

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Hengyu Luo; [2023]
   Keywords : prompt-learning; zero-shot; few-shot; text classification; domain-specific; retail sector domain; customer-agent interaction; transformer; large language models; ChatGPT; natural language processing; machine learning; deep learning;

   Abstract : The rapid growth of textual data in the digital age presents unique challenges in domain-specific text classification, particularly the scarcity of labeled data for many applications, due to expensive cost of manual labeling work. In this thesis, we explore the applicability of prompt-learning method, which is well-known for being suitable in few-shot scenarios and much less data-consuming, as an emerging alternative to traditional fine-tuning methods, for domain-specific text classification in the context of customer-agent interactions in the retail sector. READ MORE

4. 13. Objective assessment of drawer test in cruciate ligament rupture in dogs

   University essay from SLU/Dept. of Clinical Sciences

   Author : Ellinor Harlén; [2023]
   Keywords : cranial cruciate ligament rupture; CCLR; canine; dog; drawer test; diagnostics; motion analysis;

   Abstract : Cranial cruciate ligament rupture (CCLR) is one of the most common orthopaedic diagnosesin dogs. There are different methods to diagnose CCLR, but only a few can be considered as both noninvasive and objective. READ MORE

5. 14. Evaluating clustering techniques in financial time series

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Johan Millberg; [2023]
   Keywords : clustering; machine learning; financial time series; time series; unsupervised learning; cluster validation; cluster evaluation; klustring; klusteranalys; finansiella tidsserier; maskininlärning; klustervalidering; evalueringsteknik;

   Abstract : This degree project aims to investigate different evaluation strategies for clustering methodsused to cluster multivariate financial time series. Clustering is a type of data mining techniquewith the purpose of partitioning a data set based on similarity to data points in the same cluster,and dissimilarity to data points in other clusters. READ MORE

6. 15. Text simplification in Swedish using transformer-based neural networks

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

   Author : Samuel Söderberg; [2023]
   Keywords : Machine learning; Natural language processing; Text simplification; Datasets; Maskininlärning; Neurolingvistisk programmering; Textförenkling; Dataset;

   Abstract : Textförenkling innebär modifiering av text så att den blir lättare att läsa genom ersättning av komplexa ord, ändringar av satsstruktur och/eller borttagning av onödig information. Forskning existerar kring textförenkling på svenska, men användandet av neurala nätverk inom området är begränsat. READ MORE