1. Cross–lingual mappings of contextual word embedding ELMoLJUPCHE MILOSHESKI, 2019, bachelor thesis/paper Keywords: cross-lingual word embeddings, contextual word embeddings, vector word embeddings, word translation, parallel corpus, vector space mappings, singular value decomposition Full text (file, 663,62 KB) |
2. Discussion summarization using natural language processing techniquesVID STROPNIK, 2020, undergraduate thesis Keywords: bstractive summarization, Online discussion summarization, Latent Dirchlet Allocation, Word embeddings, Hyperdimensional computing, Dimensionality reduction, Topic Labeling, Sentiment Analysis Full text (file, 2,87 MB) |
3. Summarization of web commentsKatarina Milačić, 2020, master's thesis Keywords: word embeddings, cross-lingual embeddings, low-resource languages, abstractive summarization, extractive summarization, deep neural networks, language models, transfer learning Full text (file, 1,02 MB) |
4. Methods of network embeddings and their applicationsIlya Makarov, 2021, doctoral dissertation Keywords: graph embeddings, information fusion, node classification, link prediction, node clustering, community detection, graph visualization, network science Full text (file, 47,57 MB) |
5. Cross-lingual word embeddings for knowledge transfer in less-represented languagesTadej Škvorc, 2022, doctoral dissertation Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings Full text (file, 1,21 MB) |
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7. Enhancing food composition databasesMarko Možina, 2023, undergraduate thesis Keywords: food composition database, nutrient values, missing data, graph machine learning, knowledge graph embeddings, data exploration, missing value imputation, ampligraph Full text (file, 991,71 KB) |
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10. On the concentration-compactness principle for anisotropic variable exponent Sobolev spaces and its applicationsNabil Chems Eddine, Maria Alessandra Ragusa, Dušan Repovš, 2024, original scientific article Keywords: Sobolev embeddings, concentration-compactness principle, anisotropic variable exponent Sobolev spaces, p(x)-Laplacian, fractional Brezis-Nirenberg problem Full text (file, 541,20 KB) This document has more files! More... |