Essays about: "semantic similarity"

Showing result 21 - 25 of 57 essays containing the words semantic similarity.

1. 21. Improving Multilingual Models for the Swedish Language : Exploring CrossLingual Transferability and Stereotypical Biases

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

   Author : Styliani Katsarou; [2021]
   Keywords : Deep Learning; Natural Language Processing; Transformers; Multilingual Models; Cross-Lingual Transfer; Stereotypical Biases;

   Abstract : The best performing Transformer-based Language Models are monolingual and mainly focus on high-resource languages such as English. In an attempt to extend their usage to more languages, multilingual models have been introduced. READ MORE

3. 22. Identifying New Fault Types Using Transformer Embeddings

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

   Author : Mikael Karlsson; [2021]
   Keywords : Transformer Models; Clustering; Embeddings; Deep Learning; Fault Identification; Transformatorbaserade modeller; Klustering; Djupinlärning; Felidentifiering;

   Abstract : Continuous integration/delivery and deployment consist of many automated tests, some of which may fail leading to faulty software. Similar faults may occur in different stages of the software production lifecycle and it is necessary to identify similar faults and cluster them into fault types in order to minimize troubleshooting time. READ MORE

4. 23. Evaluation of BERT-like models for small scale ad-hoc information retrieval

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Daniel Roos; [2021]
   Keywords : NLP; Transformers; BERT; Information retrieval; Semantic similarity;

   Abstract : Measuring semantic similarity between two sentences is an ongoing research field with big leaps being taken every year. This thesis looks at using modern methods of semantic similarity measurement for an ad-hoc information retrieval (IR) system. READ MORE

5. 24. Evaluating the Trade-offs of Diversity-Based Test Prioritization: An Experiment

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Ranim Khojah; Chi Hong Chao; [2020-12-03]
   Keywords : Diversity-based testing; Test Case Prioritization; Natural Language Processing NLP ; Level of Testing LoT ;

   Abstract : Different test prioritization techniques detect faults at earlier stages of test execution. To this end, Diversity-based techniques (DBT) have been cost-effective by prioritizing the most dissimilar test cases to maintain effectiveness and coverage with lower resources at different stages of the software development life cycle, called levels of testing (LoT). READ MORE

6. 25. Cross-lingual Word Embeddings Beyond Zero-shot Machine Translation

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Chen Shifei; [2020]
   Keywords : word embeddings; cross-lingual word embeddings; machine translation; multilingual machine translation; neural machine translation; zero-shot; zero-shot machine translation;

   Abstract : Zero-shot translation is a transfer learning setup that refers to the ability of neural machine translation to generalize translation information into unseen language pairs. It provides an appealing solution to the lack of available materials for low-resource languages by transferring knowledge from high-resource languages. READ MORE