Essays about: "enspråkig"

Showing result 1 - 5 of 6 essays containing the word enspråkig.

1. 1. Task-agnostic knowledge distillation of mBERT to Swedish

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

   Author : Added Kina; [2022]
   Keywords : Natural Language Processing; Transformers; Knowledge Distillation; BERT; Multilingual Models; Cross-Lingual Transfer; Naturlig bearbetning av språk; Transformatorer; Kunskapsdestillation; BERT; Flerspråkiga modeller; Tvärspråklig inlärningsöverföring;

   Abstract : Large transformer models have shown great performance in multiple natural language processing tasks. However, slow inference, strong dependency on powerful hardware, and large energy consumption limit their availability. READ MORE

3. 2. Investigating the Effect of Complementary Information Stored in Multiple Languages on Question Answering Performance : A Study of the Multilingual-T5 for Extractive Question Answering

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

   Author : Björn Aurell Hansson; [2021]
   Keywords : Machine learning; Transformers; multilingual-T5; question answering; NLP; Maskininlärning; transformatormodeller; frågeställning; naturlig språkbehandling.;

   Abstract : Extractive question answering is a popular domain in the field of natural language processing, where machine learning models are tasked with answering questions given a context. Historically the field has been centered on monolingual models, but recently more and more multilingual models have been developed, such as Google’s MT5 [1]. READ MORE

4. 3. 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

5. 4. Word embeddings for monolingual and cross-language domain-specific information retrieval

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

   Author : Chaya Wigder; [2018]
   Keywords : information retrieval; domain-specific information retrieval; cross-language information retrieval; word embeddings; bilingual embeddings; informationssökning; domänspecifik informationssökning; tvärspråklig informationssökning; ordinbäddningar; tvåspråkiga inbäddningar;

   Abstract : Various studies have shown the usefulness of word embedding models for a wide variety of natural language processing tasks. This thesis examines how word embeddings can be incorporated into domain-specific search engines for both monolingual and cross-language search. READ MORE

6. 5. Thinking and seeing for speaking : The viewpoint preference in Swedish/Japanese monolinguals and bilinguals

   University essay from Stockholms universitet/Centrum för tvåspråkighetsforskning

   Author : Masako Hayakawa Thor; [2016]
   Keywords : Thinking for speaking; viewpoint preference; Linguistic relativity; Japanese; Swedish; bilinguals; monolinguals; subjective objective construal; cognition; verbal non-verbal task; perspektivpreferens; språkrelativitet; japanska; svenska; tvåspråkig; enspråkig; subjektiv objektiv tolkning; kognition; verbal icke-verbal uppgift;

   Abstract : “Linguistic relativity” has been studied for a long time. Many empirical studies have been conducted on cross-linguistic differences to find support for the influence of language on thought. READ MORE