Search Results for author: Sofia Maria Lo Cicero Vaina

Found 2 papers, 1 papers with code

Linear Transformers with Learnable Kernel Functions are Better In-Context Models

2 code implementations16 Feb 2024 Yaroslav Aksenov, Nikita Balagansky, Sofia Maria Lo Cicero Vaina, Boris Shaposhnikov, Alexey Gorbatovski, Daniil Gavrilov

Advancing the frontier of subquadratic architectures for Language Models (LMs) is crucial in the rapidly evolving field of natural language processing.

In-Context Learning Language Modelling

Diffusion Language Models Generation Can Be Halted Early

no code implementations18 May 2023 Sofia Maria Lo Cicero Vaina, Nikita Balagansky, Daniil Gavrilov

We evaluate our methods on Plaid, SSD, and CDCD DLMs and create a cohesive perspective on their generation workflows.

Language Modelling Text Generation

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