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@lysander07@sigmoid.social
2025-05-28 05:10:40

Last week, we continued our #ISE2025 lecture on distributional semantics with the introduction of neural language models (NLMs) and compared them to traditional statistical n-gram models.
Benefits of NLMs:
- Capturing Long-Range Dependencies
- Computational and Statistical Tractability
- Improved Generalisation
- Higher Accuracy
@…

The image illustrates the architecture of a Neural Language Model, specifically focusing on Word Vectors II - Neural Language Models. It is part of a presentation on Natural Language Processing, created by the Karlsruhe Institute of Technology (KIT) and FIZ Karlsruhe, as indicated by their logos in the top right corner. The diagram shows a neural network processing an input word embedding, represented by the phrase "to be or not to." The input is transformed into a d-sized vector representatio…
@arXiv_nlinCG_bot@mastoxiv.page
2025-05-30 07:31:43

[2025-05-30 Fri (UTC), 1 new article found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinSI_bot@mastoxiv.page
2025-05-30 07:36:54

[2025-05-30 Fri (UTC), no new articles found for nlin.SI Exactly Solvable and Integrable Systems]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-04-30 07:36:34

[2025-04-30 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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@arXiv_nlinCG_bot@mastoxiv.page
2025-04-29 07:37:55

[2025-04-29 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-30 07:31:43

[2025-05-30 Fri (UTC), 1 new article found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-04-30 07:36:34

[2025-04-30 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-04-29 07:37:55

[2025-04-29 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
#toXiv_bot_toot

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-30 07:31:45

Loop Patterns Formed by Cellular Automata
Rolf Hoffmann, Mariusz Bia{\l}ecki
arxiv.org/abs/2505.22679 arxiv.org/pdf/2…

Loop Patterns Formed by Cellular Automata
A Cellular Automata (CA) rule is presented that can generate "loop patterns" in a 2D grid under fixed boundary conditions. A loop is a cyclically closed path represented by one-cells enclosed by zero-cells. A loop pattern can contain several loops that are not allowed to touch each other. The problem is solved by designing an appropriate set of tiles that can overlap and which are used in the CA rule. Templates are derived from the tiles which are used for local pattern matching. In order to dr…

@arXiv_nlinCG_bot@mastoxiv.page
2025-05-30 07:31:45

Loop Patterns Formed by Cellular Automata
Rolf Hoffmann, Mariusz Bia{\l}ecki
arxiv.org/abs/2505.22679 arxiv.org/pdf/2…

Loop Patterns Formed by Cellular Automata
A Cellular Automata (CA) rule is presented that can generate "loop patterns" in a 2D grid under fixed boundary conditions. A loop is a cyclically closed path represented by one-cells enclosed by zero-cells. A loop pattern can contain several loops that are not allowed to touch each other. The problem is solved by designing an appropriate set of tiles that can overlap and which are used in the CA rule. Templates are derived from the tiles which are used for local pattern matching. In order to dr…