Search Results for author: Cesare Campagnano

Found 6 papers, 2 papers with code

SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework

1 code implementation ACL 2022 Cesare Campagnano, Simone Conia, Roberto Navigli

In the field of sentiment analysis, several studies have highlighted that a single sentence may express multiple, sometimes contrasting, sentiments and emotions, each with its own experiencer, target and/or cause.

Semantic Role Labeling Sentence +1

$\nabla τ$: Gradient-based and Task-Agnostic machine Unlearning

no code implementations21 Mar 2024 Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri

In this study, we introduce Gradient-based and Task-Agnostic machine Unlearning ($\nabla \tau$), an optimization framework designed to remove the influence of a subset of training data efficiently.

Inference Attack Machine Unlearning +1

The Power of Noise: Redefining Retrieval for RAG Systems

1 code implementation26 Jan 2024 Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri

Retrieval-Augmented Generation (RAG) has recently emerged as a method to extend beyond the pre-trained knowledge of Large Language Models by augmenting the original prompt with relevant passages or documents retrieved by an Information Retrieval (IR) system.

Information Retrieval Retrieval +1

CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN

no code implementations1 Apr 2021 Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri

The two main research threads in computer-based music generation are: the construction of autonomous music-making systems, and the design of computer-based environments to assist musicians.

Image-to-Image Translation Music Generation +2

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