Alberto Purpura

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Medical Literature

Information Retrieval

Relational Data

Top Venues

Inf. Process. Manag.

Publications

Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
Description Boosting for Zero-Shot Entity and Relation Classification. ACL (Findings) (2024)
Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
Description Boosting for Zero-Shot Entity and Relation Classification. CoRR (2024)
Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Hoang Thanh Lam
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction. CoRR (2023)
Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Thanh Lam Hoang
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction. ACL (demo) (2023)
Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale
Automated Feature Selection from Medical Literature. MedInfo (2023)
Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
Learning to Rank from Relevance Judgments Distributions. CoRR (2022)
Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
Learning to rank from relevance judgments distributions. J. Assoc. Inf. Sci. Technol. 73 (9) (2022)
Alberto Purpura, Francesca Bonin, Joao H. Bettencourt-Silva
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms. EMNLP (Industry Track) (2022)
Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
Learning to Rank from Relevance Judgments Distributions. IIR (2022)
Alberto Purpura, Giuseppe Sartori, Dora Giorgianni, Graziella Orrú, Gian Antonio Susto
Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders. Informatics 9 (1) (2022)
Alberto Purpura, Gian Antonio Susto
A Bayesian Neural Model for Documents' Relevance Estimation. DESIRES (2021)
Alberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto
Neural Feature Selection for Learning to Rank. CoRR (2021)
Alessandro Fabris, Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
Measuring Gender Stereotype Reinforcement in Information Retrieval Systems. IIR (2021)
Alberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto
Neural Feature Selection for Learning to Rank. ECIR (2) (2021)
Alessandro Fabris, Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms. Inf. Process. Manag. 57 (6) (2020)
Alessandro Fabris, Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
Gender Stereotype Reinforcement: Measuring the Gender Bias Conveyed by Ranking Algorithms. CoRR (2020)
Stefano Marchesin, Alberto Purpura, Gianmaria Silvello
Focal elements of neural information retrieval models. An outlook through a reproducibility study. Inf. Process. Manag. 57 (6) (2020)
Nicola Ferro, Stefano Marchesin, Alberto Purpura, Gianmaria Silvello
Reproducibility of the Neural Vector Space Model via Docker. IRCDL (2020)
Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
Feature Selection for Emotion Classification. IIR (2019)
Alberto Purpura, Marco Calaresu
A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data. CoRR (2019)
Alberto Purpura, Marco Maggipinto, Gianmaria Silvello, Gian Antonio Susto
Probabilistic Word Embeddings in Neural IR: A Promising Model That Does Not Work as Expected (For Now). ICTIR (2019)
Nicola Ferro, Stefano Marchesin, Alberto Purpura, Gianmaria Silvello
A Docker-Based Replicability Study of a Neural Information Retrieval Model. OSIRRC@SIGIR (2019)
Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
Supervised Lexicon Extraction for Emotion Classification. WWW (Companion Volume) (2019)
Alberto Purpura
Non-negative Matrix Factorization for Topic Modeling. DESIRES (2018)
Alberto Purpura, Chiara Masiero, Gian Antonio Susto
WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. DS (2018)
Gianmaria Silvello, Riccardo Bucco, Giulio Busato, Giacomo Fornari, Andrea Langeli, Alberto Purpura, Giacomo Rocco, Alessandro Tezza, Maristella Agosti
Statistical Stemmers: A Reproducibility Study. ECIR (2018)
Alex Badan, Luca Benvegnù, Matteo Biasetton, Giovanni Bonato, Alessandro Brighente, Alberto Cenzato, Piergiorgio Ceron, Giovanni Cogato, Stefano Marchesin, Alberto Minetto, Leonardo Pellegrina, Alberto Purpura, Riccardo Simionato, Nicolò Soleti, Matteo Tessarotto, Andrea Tonon, Federico Vendramin, Nicola Ferro
Towards Open-Source Shared Implementations of Keyword-Based Access Systems to Relational Data. EDBT/ICDT Workshops (2017)
Alex Badan, Luca Benvegnù, Matteo Biasetton, Giovanni Bonato, Alessandro Brighente, Stefano Marchesin, Alberto Minetto, Leonardo Pellegrina, Alberto Purpura, Riccardo Simionato, Matteo Tessarotto, Andrea Tonon, Nicola Ferro
Keyword-based access to relational data: To reproduce, or to not reproduce? SEBD (2017)