Essays about: "NMT"
Showing result 1 - 5 of 12 essays containing the word NMT.
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1. 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 filologiAbstract : 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
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2. Post-processing of optical character recognition for Swedish addresses
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Optical character recognition (Optical Character Recognition (OCR)) has many applications, such as digitizing historical documents, automating processes, and helping visually impaired people read. However, extracting text from images into a digital format is not an easy problem to solve, and the outputs from the OCR frameworks often include errors. READ MORE
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3. How Are Depictions of Women and Foreigners in Swedish Anti-Trafficking Discourse Shaped by the UN Anti-Trafficking Protocol? : A Critical Discourse Analysis of the NMT Lägesrapport 2020 and the National Referral Mechanism
University essay from Malmö universitet/Institutionen för globala politiska studier (GPS)Abstract : The 2000 UN anti-trafficking Protocol was the first internationally legally binding document to provide a cohesive definition of trafficking and is therefore considered one of the most important documents within international anti-trafficking discourse. Therefore, it is relevant to examine the ways in which the normative aspects and discursive themes of the Protocol are reproduced transnationally, into a national context. READ MORE
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4. An Initial Investigation of Neural Decompilation for WebAssembly
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : WebAssembly is a new standard of the World Wide Web that is used as a compilation target and which is meant to enable high-performance applications. As it becomes more popular, the need for corresponding decompilers increases, for security reasons for instance. READ MORE
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5. Cross-lingual Word Embeddings Beyond Zero-shot Machine Translation
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : 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
