Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula

Kirill Brilliantov; Fedor Pavutnitskiy; Dmitry Pasechnyuk; German Magai

2024 ICML ICML 2024

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula

🌉 Interdisciplinary Bridge — Mathematics & Optimization and Natural Language Processing

🧭 Keyword Pioneer — simplicial complexes

🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio

Authors

Kirill Brilliantov , Fedor Pavutnitskiy , Dmitry Pasechnyuk , German Magai

Topics

Natural Language Processing > Generation > Language Modeling Mathematics & Optimization > Mathematics > Algebra Natural Language Processing > Resources & Methods > Language Modeling

Keywords

algebraic topology simplicial complexes geometric algebra language model

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