8 citations · 14 across the 20 of their papers we have counts for
4 papers · 1 filter
GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledge
Daniil Gurgurov, Rishu Kumar, Simon Ostermann
Contextualized embeddings based on large language models (LLMs) are available for various languages, but their coverage is often limited for lower resourced languages. Using LLMs f…
Image-to-LaTeX Converter for Mathematical Formulas and Text
Daniil Gurgurov, Aleksey Morshnev
In this project, we train a vision encoder-decoder model to generate LaTeX code from images of mathematical formulas and text. Utilizing a diverse collection of image-to-LaTeX data…
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters
Daniil Gurgurov, Mareike Hartmann, Simon Ostermann
This paper explores the integration of graph knowledge from linguistic ontologies into multilingual Large Language Models (LLMs) using adapters to improve performance for low-resou…
Multilingual Large Language Models and Curse of Multilinguality
Daniil Gurgurov, Tanja Bäumel, Tatiana Anikina
Multilingual Large Language Models (LLMs) have gained large popularity among Natural Language Processing (NLP) researchers and practitioners. These models, trained on huge datasets…