Essays about: "low-resource language"
Showing result 6 - 10 of 30 essays containing the words low-resource language.
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6. NEURAL MACHINE TRANSLATION FROM NORTH SÁMI TO SWEDISH
University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteoriAbstract : Neural machine translation is a method used in automatic translation that makes use of artificial neural networks. A single model takes an input sequence and predicts the most likely output sequence of words after being trained on parallel data. READ MORE
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7. Few-shot Question Generation with Prompt-based Learning
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Question generation (QG), which automatically generates good-quality questions from a piece of text, is capable of lowering the cost of the manual composition of questions. Recently Question generation has attracted increasing interest for its ability to supply a large number of questions for developing conversation systems and educational applications, as well as corpus development for natural language processing (NLP) research tasks, such as question answering and reading comprehension. READ MORE
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8. Multilingual Transformer Models for Maltese Named Entity Recognition
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : The recently developed state-of-the-art models for Named Entity Recognition are heavily dependent upon huge amounts of available annotated data. Consequently, it is extremely challenging for data-scarce languages to obtain significant result. READ MORE
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9. Swedish Language End-to-End Automatic Speech Recognition for Media Monitoring using Deep Learning
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : In order to extract relevant information from speech recordings, the general approach is to first convert the audio into transcribed text. The text can then be analysed using well researched methods. NewsMachine AB provides customers with an overview of how they are represented in media by analysing articles in text form. READ MORE
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10. Neural Dependency Parsing of Low-resource Languages: A Case Study on Marathi
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Cross-lingual transfer has been shown effective for dependency parsing of some low-resource languages. It typically requires closely related high-resource languages. Pre-trained deep language models significantly improve model performance in cross-lingual tasks. READ MORE
