Filippo Pallucchini

According to our database, Filippo Pallucchini authored at least 11 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Lost in Alignment: A Survey on Cross-Lingual Alignment Methods for Contextualized Representation.

Filippo Pallucchini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica

ACM Comput. Surv., April, 2026

Synthetic data generation: A tertiary study.

Navid Nobani, Giovanni Officioso, Filippo Pallucchini, Giancarlo Sperlì, Fabio Mercorio

Inf. Process. Manag., 2026

2025

SeNSe: embedding alignment via semantic anchors selection.

Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini

Int. J. Data Sci. Anal., June, 2025

Self-explanatory and Retrieval-augmented LLMs for Financial Sentiment Analysis.

Filippo Pallucchini, Xulang Zhang, Rui Mao, Erik Cambria

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders.

Fabio Mercorio, Filippo Pallucchini, Daniele Potertì, Antonio Serino, Andrea Seveso

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs.

Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

RE-FIN: Retrieval-based Enrichment for Financial data.

Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods.

Mirko Cesarini, Lorenzo Malandri, Filippo Pallucchini, Andrea Seveso, Frank Xing

Cogn. Comput., November, 2024

Alignment of Multilingual Embeddings to Estimate Job Similarities in Online Labour Market.

Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2022

Anchors Selection for Cross-lingual Embedding Alignment through Time.

Filippo Pallucchini

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2019

Cognitive-inspired domain adaptation of sentiment lexicons.

Frank Z. Xing, Filippo Pallucchini, Erik Cambria

Inf. Process. Manag., 2019