J. Llarena
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ll4r3n4.bsky.social
J. Llarena
@ll4r3n4.bsky.social
Independent Researcher, NLP/ASR Engineer looking for a PhD position in Computational Neuro/Psycho/linguistics. He/him.

josellarena.github.io
Reposted by J. Llarena
Announcing the first Workshop on Formal Languages and Neural Networks (FLaNN)!

We invite the submission of abstracts for posters that discuss the formal expressivity, computational properties, and learning behavior of neural network models, including large language models (LLMs).
December 19, 2025 at 2:59 AM
Reposted by J. Llarena
Read the cookbook: arxiv.org/abs/2510.00368

Join us for weekly seminars on formal language theory, ML, NLP, and more: flannseminars.github.io
October 3, 2025 at 4:24 PM
Reposted by J. Llarena
We present The Transformer Cookbook: a collection of recipes for programming algorithms directly into transformers!

Hungry for an induction head? Craving a Dyck language recognizer? We show you step-by-step how to cook up transformers for these algorithms and many more!
The Transformer Cookbook
We present the transformer cookbook: a collection of techniques for directly encoding algorithms into a transformer's parameters. This work addresses the steep learning curve of such endeavors, a prob...
arxiv.org
October 3, 2025 at 4:24 PM
Reposted by J. Llarena
There is no better way to understand what transformers can do than to get your hands dirty and construct them, weight-by-weight. The Transformer Cookbook provides a guide for anyone aiming to understand the expressive power of transformers on such a formal level.
October 3, 2025 at 4:24 PM
Reposted by J. Llarena
October 3, 2025 at 4:24 PM