Essays about: "semantisk textlikhet"

Found 2 essays containing the words semantisk textlikhet.

1. 1. Evaluation of Sentence Representations in Semantic Text Similarity Tasks

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

   Author : Nils Balzar Ekenbäck; [2021]
   Keywords : sentence representations; semantic text similarity; sentence simi-larity; word embeddings; sentence embeddings; meningsrepresentation; semantisk textlikhet; meningslikhet; or-dinbäddningar; meningsinbäddningar;

   Abstract : This thesis explores the methods of representing sentence representations for semantic text similarity using word embeddings and benchmarks them against sentence based evaluation test sets. Two methods were used to evaluate the representations: STS Benchmark and STS Benchmark converted to a binary similarity task. READ MORE

3. 2. 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