PURPURA, ALBERTO
PURPURA, ALBERTO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
A Bayesian neural model for documents' relevance estimation
2021 Purpura, A.; Susto, G. A.
A docker-based replicability study of a neural information retrieval model
2019 Ferro, N.; Marchesin, S.; Purpura, A.; Silvello, G.
Feature Selection for Emotion Classification
2019 Purpura, A; Masiero, C; Silvello, G; Susto, GIAN ANTONIO
Focal elements of neural information retrieval models. An outlook through a reproducibility study
2020 Marchesin, S.; Purpura, A.; Silvello, G.
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms
2020 Fabris, A.; Purpura, A.; Silvello, G.; Susto, G. A.
Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders
2022 Purpura, A.; Sartori, G.; Giorgianni, D.; Orru, G.; Susto, G. A.
Identifying single-item faked responses in personality tests: A new TF-IDF-based method
2022 Purpura, A.; Giorgianni, D.; Orru, G.; Melis, G.; Sartori, G.
Keyword-based access to relational data: To reproduce, or to not reproduce?
2017 Badan, Alex; Benvegnã¹, Luca; Biasetton, Matteo; Bonato, Giovanni; Brighente, Alessandro; Marchesin, Stefano; Minetto, Alberto; Pellegrina, Leonardo; Purpura, Alberto; Simionato, Riccardo; Tessarotto, Matteo; Tonon, Andrea; Ferro, Nicola
Learning to rank from relevance judgments distributions
2022 Purpura, A.; Silvello, G.; Susto, G. A.
Measuring gender stereotype reinforcement in information retrieval systems
2021 Fabris, A.; Purpura, A.; Silvello, G.; Susto, G. A.
Modelli di deep learning per il reperimento e l’ordinamento di documenti
2022 Purpura, Alberto
Neural Feature Selection for Learning to Rank
2021 Purpura, A.; Buchner, K.; Silvello, G.; Susto, G. A.
Probabilistic Word Embeddings in Neural IR: A Promising Model That Does Not Work as Expected (For Now)
2019 Purpura, Alberto; Maggipinto, Marco; Silvello, Gianmaria; Susto, Gian Antonio
Reproducibility of the Neural Vector Space Model via Docker
2020 Ferro, Nicola; Marchesin, Stefano; Purpura, Alberto; Silvello, Gianmaria
Statistical Stemmers: A Reproducibility Study
2018 Silvello, Gianmaria; Bucco, Riccardo; Busato, Giulio; Fornari, Giacomo; Langeli, Andrea; Purpura, Alberto; Rocco, Giacomo; Tezza, Alessandro; Agosti, Maristella
Supervised lexicon extraction for emotion classification
2019 Purpura, A.; Silvello, G.; Masiero, C.; Susto, G. A.
Towards open-source shared implementations of keyword-based access systems to relational data
2017 Badan, Alex; Benvegnã¹, Luca; Biasetton, Matteo; Bonato, Giovanni; Brighente, Alessandro; Cenzato, Alberto; Ceron, Piergiorgio; Cogato, Giovanni; Marchesin, Stefano; Minetto, Alberto; Pellegrina, Leonardo; Purpura, Alberto; Simionato, Riccardo; Soleti, Nicolã²; Tessarotto, Matteo; Tonon, Andrea; Vendramin, Federico; Ferro, Nicola
WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews
2018 Purpura, A.; Masiero, C.; Susto, G. A.
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction
2023 Picco, Gabriele; Martinez Galindo, Marcos; Purpura, Alberto; Fuchs, Leopold; Lopez, Vanessa; Hoang, Thanh Lam