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Daniel Scalena

University of Milano - Bicocca

5 papers hereh-index 362 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG1
affiliations
  • University of Milano - Bicocca
  • University of Groningen
Homepage
same name
  • Daniel Scalena — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedSteering Large Language Models for Machine Translation Personalization

1 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

2 papers · 2 filters

cs.CL2024

A gentle push funziona benissimo: making instructed models in Italian via contrastive activation steering

Daniel Scalena, Elisabetta Fersini, Malvina Nissim

Adapting models to a language that was only partially present in the pre-training data requires fine-tuning, which is expensive in terms of both data and computational resources. A…

cs.CL2024★ 1 cited

Multi-property Steering of Large Language Models with Dynamic Activation Composition

Daniel Scalena, Gabriele Sarti, Malvina Nissim

Activation steering methods were shown to be effective in conditioning language model generation by additively intervening over models' intermediate representations. However, the e…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.