Essays about: "language translation models"
Showing result 6 - 10 of 34 essays containing the words language translation models.
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6. The impact of Large Language Models on the publishing sectors : Books, academic journals, newspapers
University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)Abstract : This paper examines the potential impact of Large Language Models (LLMs) in the press and in the production of books and academic journals. LLMs, such as OpenAI’s GPT-3, are trained on massive text corpora and can predict the next word in a given context through probabilistic methods. READ MORE
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7. Low-Resource Domain Adaptation for Jihadi Discourse : Tackling Low-Resource Domain Adaptation for Neural Machine Translation Using Real and Synthetic Data
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : In this thesis, I explore the problem of low-resource domain adaptation for jihadi discourse. Due to the limited availability of annotated parallel data, developing accurate and effective models in this domain poses a challenging task. READ MORE
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8. Can Wizards be Polyglots: Towards a Multilingual Knowledge-grounded Dialogue System
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : The research of open-domain, knowledge-grounded dialogue systems has been advancing rapidly due to the paradigm shift introduced by large language models (LLMs). While the strides have improved the performance of the dialogue systems, the scope is mostly monolingual and English-centric. READ MORE
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9. Design space exploration using HLS in relation to code structuring
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : High Level Synthesis (HLS) is a methodology to translate a model developed in a high abstraction layer, e.g. C/C++/SystemC, that describes the algorithm into a Register-Transfer level (RTL) description like Verilog or VHDL. READ MORE
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10. Improving BERTScore for Machine Translation Evaluation Through Contrastive Learning
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Since the advent of automatic evaluation, tasks within Natural Language Processing (NLP), including Machine Translation, have been able to better utilize both time and labor resources. Later, multilingual pre-trained models (MLMs)have uplifted many languages’ capacity to participate in NLP research. READ MORE
