Alberto Purpura

35 papers A* 1A 1B 1Misc 1Journal 15Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Stage Workflow for the Review of Marketing Content with Reasoning Large Language Models. CoRR Alberto Purpura, Emily Chen, Swapnil Shinde
2026	—	`conf`	Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities. EACL (Volume 1: Long Papers) Alberto Purpura, Li Wang, Sahil Badyal, Eugenio Beaufrand, Adam Faulkner
2026	J	`jnl`	Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities. CoRR Alberto Purpura, Li Wang, Sahil Badyal, Eugenio Beaufrand, Adam Faulkner
2026	J	`jnl`	Enhancing LLM Instruction Following: An Evaluation-Driven Multi-Agentic Workflow for Prompt Instructions Optimization. CoRR Alberto Purpura, Li Wang, Sahil Badyal, Eugenio Beaufrand, Adam Faulkner
2025	J	`jnl`	Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models. CoRR Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Swapnil Shinde, Mohammad Shahed Sorower
2025	A*	`conf`	GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection. EMNLP Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar, Emily Chen, Mohammad Shahed Sorower
2025	J	`jnl`	GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection. CoRR Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar, Emily Chen, Mohammad Shahed Sorower
2024	—	`conf`	Description Boosting for Zero-Shot Entity and Relation Classification. ACL (Findings) Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
2024	J	`jnl`	Description Boosting for Zero-Shot Entity and Relation Classification. CoRR Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
2023	—	`conf`	Automated Feature Selection from Medical Literature. MedInfo Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale
2023	—	`conf`	Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction. ACL (demo) Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Thanh Lam Hoang
2023	J	`jnl`	Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction. CoRR Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Hoang Thanh Lam
2022	—	`conf`	Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms. EMNLP (Industry Track) Alberto Purpura, Francesca Bonin, Joao H. Bettencourt-Silva
2022	J	`jnl`	Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders. Informatics Alberto Purpura, Giuseppe Sartori, Dora Giorgianni, Graziella Orrù, Gian Antonio Susto
2022	—	`conf`	Learning to Rank from Relevance Judgments Distributions. IIR Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
2022	J	`jnl`	Learning to Rank from Relevance Judgments Distributions. CoRR Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
2022	J	`jnl`	Learning to rank from relevance judgments distributions. J. Assoc. Inf. Sci. Technol. Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
2021	—	`conf`	A Bayesian Neural Model for Documents' Relevance Estimation. DESIRES Alberto Purpura, Gian Antonio Susto
2021	—	`conf`	Measuring Gender Stereotype Reinforcement in Information Retrieval Systems. IIR Alessandro Fabris, Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
2021	—	`conf`	Neural Feature Selection for Learning to Rank. ECIR (2) Alberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto
2021	J	`jnl`	Neural Feature Selection for Learning to Rank. CoRR Alberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio Susto
2020	J	`jnl`	Focal elements of neural information retrieval models. An outlook through a reproducibility study. Inf. Process. Manag. Stefano Marchesin, Alberto Purpura, Gianmaria Silvello
2020	J	`jnl`	Gender Stereotype Reinforcement: Measuring the Gender Bias Conveyed by Ranking Algorithms. CoRR Alessandro Fabris, Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
2020	J	`jnl`	Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms. Inf. Process. Manag. Alessandro Fabris, Alberto Purpura, Gianmaria Silvello, Gian Antonio Susto
2020	—	`conf`	Reproducibility of the Neural Vector Space Model via Docker. IRCDL Nicola Ferro, Stefano Marchesin, Alberto Purpura, Gianmaria Silvello
2019	—	`conf`	A Docker-Based Replicability Study of a Neural Information Retrieval Model. OSIRRC@SIGIR Nicola Ferro, Stefano Marchesin, Alberto Purpura, Gianmaria Silvello
2019	J	`jnl`	A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data. CoRR Alberto Purpura, Marco Calaresu
2019	—	`conf`	Feature Selection for Emotion Classification. IIR Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
2019	Misc	`conf`	Probabilistic Word Embeddings in Neural IR: A Promising Model That Does Not Work as Expected (For Now). ICTIR Alberto Purpura, Marco Maggipinto, Gianmaria Silvello, Gian Antonio Susto
2019	—	`conf`	Supervised Lexicon Extraction for Emotion Classification. WWW (Companion Volume) Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
2018	—	`conf`	Non-negative Matrix Factorization for Topic Modeling. DESIRES Alberto Purpura
2018	A	`conf`	Statistical Stemmers: A Reproducibility Study. ECIR Gianmaria Silvello, Riccardo Bucco, Giulio Busato, Giacomo Fornari, Andrea Langeli, Alberto Purpura, Giacomo Rocco, Alessandro Tezza, Maristella Agosti
2018	B	`conf`	WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. DS Alberto Purpura, Chiara Masiero, Gian Antonio Susto
2017	—	`conf`	Keyword-based access to relational data: To reproduce, or to not reproduce? SEBD 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
2017	—	`conf`	Towards Open-Source Shared Implementations of Keyword-Based Access Systems to Relational Data. EDBT/ICDT Workshops 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