Essays about: "low resource language"

Showing result 1 - 5 of 47 essays containing the words low resource language.

  1. 1. How negation influences word order in languages : Automatic classification of word order preference in positive and negative transitive clauses

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Chen Lyu; [2023]
    Keywords : ;

    Abstract : In this work, we explore the possibility of using word alignment in parallel corpus to project language annotations such as Part-of-Speech tags and dependency relation from high-resource languages to low-resource languages. We use a parallel corpus of Bible translations, including 1,444 translations in 986 languages, and a well-developed parser is used to annotate source languages (English, French, German, and Czech). READ MORE

  3. 2. Exploring implications of the EU Taxonomy on funding and disclosure for Swedish SMEs

    University essay from SLU/Dept. of Economics

    Author : Jessie Westerberg; Sofia Gren; [2023]
    Keywords : EU taxonomy; CSRD; GAR; BTAR; SMEs; Voluntary disclosure;

    Abstract : In 2019 the EU taxonomy was launched as a classification system that aims to provide a common language and framework for sustainable finance. The purpose is to guide investors and businesses to identify environmentally sustainable economic activities to support the transition towards a low-carbon, resource-efficient economy by 2050 within the EU. READ MORE

  4. 3. Head-to-head Transfer Learning Comparisons made Possible : A Comparative Study of Transfer Learning Methods for Neural Machine Translation of the Baltic Languages

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Mathias Stenlund; [2023]
    Keywords : machine translation; transfer learning; Latvian; Lithuanian; low-resource languages; transformers; parent language; child language; comparative study;

    Abstract : The struggle of training adequate MT models using data-hungry NMT frameworks for low-resource language pairs has created a need to alleviate the scarcity of sufficiently large parallel corpora. Different transfer learning methods have been introduced as possible solutions to this problem, where a new model for a target task is initialized using parameters learned from some other high-resource task. READ MORE

  5. 4. Context-aware Swedish Lexical Simplification : Using pre-trained language models to propose contextually fitting synonyms

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Emil Graichen; [2023]
    Keywords : automatic text simplification; lexical simplification; Swedish; BERT; GPT-3; evaluation dataset; synonymy;

    Abstract : This thesis presents the development and evaluation of context-aware Lexical Simplification (LS) systems for the Swedish language. In total three versions of LS models, LäsBERT, LäsBERT-baseline, and LäsGPT, were created and evaluated on a newly constructed Swedish LS evaluation dataset. READ MORE

  6. 5. Text Classification using the Teacher- Student  Chatroom Corpus

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

    Author : Marcus Österberg; [2023]
    Keywords : Chatbot; NLP; Deep learning; BERT; Data quality; Chatbots; språkteknologi; djup inlärning; BERT; Datakvalité;

    Abstract : Advancements in Artificial Intelligence, especially in the field of natural language processing have opened new possibilities for educational chatbots. One of these is a chatbot that can simulate a conversation between the teacher and the student for continuous learner support. READ MORE