Filippo Pallucchini

12 papers A* 1B 1Misc 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lost in Alignment: A Survey on Cross-Lingual Alignment Methods for Contextualized Representation.
ACM Comput. Surv.
Filippo Pallucchini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2026 J jnl
Synthetic data generation: A tertiary study.
Inf. Process. Manag.
Navid Nobani, Giovanni Officioso, Filippo Pallucchini, Giancarlo Sperlì, Fabio Mercorio
2025 — conf
RE-FIN: Retrieval-based Enrichment for Financial data.
COLING (Industry)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
2025 — conf
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs.
EMNLP (Findings)
Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin
2025 J jnl
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs.
CoRR
Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin
2025 — conf
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders.
EMNLP (Industry Track)
Fabio Mercorio, Filippo Pallucchini, Daniele Potertì, Antonio Serino, Andrea Seveso
2025 J jnl
SeNSe: embedding alignment via semantic anchors selection.
Int. J. Data Sci. Anal.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
2025 Misc conf
Self-explanatory and Retrieval-augmented LLMs for Financial Sentiment Analysis.
SAC
Filippo Pallucchini, Xulang Zhang, Rui Mao, Erik Cambria
2024 B conf
Alignment of Multilingual Embeddings to Estimate Job Similarities in Online Labour Market.
DSAA
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
2024 J jnl
Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods.
Cogn. Comput.
Mirko Cesarini, Lorenzo Malandri, Filippo Pallucchini, Andrea Seveso, Frank Xing
2022 A* conf
Anchors Selection for Cross-lingual Embedding Alignment through Time.
IJCAI
Filippo Pallucchini
2019 J jnl
Cognitive-inspired domain adaptation of sentiment lexicons.
Inf. Process. Manag.
Frank Z. Xing, Filippo Pallucchini, Erik Cambria