Lorenzo Malandri

45 papers A* 6B 2Misc 2Journal 20Unranked 15
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 — conf
Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space.
EACL (Volume 1: Long Papers)
Andrea Ermellino, Lorenzo Malandri, Fabio Mercorio, Antonio Serino
2026 — conf
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models.
EACL (Industry Track)
Alessia De Santo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2025 Misc conf
JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence.
SAC
Samuele Colombo, Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Andrea Seveso
2025 — conf
RE-FIN: Retrieval-based Enrichment for Financial data.
COLING (Industry)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
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
SkiLLMo: Normalized ESCO Skill Extraction through Transformer Models.
SAC
Lorenzo Malandri, Fabio Mercorio, Antonio Serino
2024 J jnl
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings.
Cogn. Comput.
Roberto Ascari, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
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 — conf
An approach to Evaluative AI through Large Language Models.
MAI-XAI@ECAI
Andrea Ermellino, Lorenzo Malandri, Fabio Mercorio, Navid Nobani, Antonio Serino
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
2024 J jnl
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent.
CoRR
Weijie Xu, Zicheng Huang, Wenxiang Hu, Xi Fang, Rajesh Kumar Cherukuri, Naumaan Nayyar, Lorenzo Malandri, Srinivasan H. Sengamedu
2024 J jnl
Model-contrastive explanations through symbolic reasoning.
Decis. Support Syst.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2024 J jnl
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models.
CoRR
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Navid Nobani, Andrea Seveso
2023 J jnl
A survey on XAI and natural language explanations.
Inf. Process. Manag.
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2023 J jnl
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer.
Cogn. Comput.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2023 — conf
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction.
KDIR
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2023 — conf
Leveraging Group Contrastive Explanations for Handling Fairness.
xAI (3)
Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2023 — conf
SEEDOT: Tool for Enhancing Sentiment Lexicon with Machine Learning.
PKDD/ECML Workshops (3)
Vittorio Haardt, Lorenzo Malandri, Fabio Mercorio, Luca Porcelli
2022 — conf
A Survey on XAI for Cyber Physical Systems in Medicine.
MetroXRAINE
Nicola Alimonda, Luca Guidotto, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Giovanni Tosi
2022 J jnl
ContrXT: Generating contrastive explanations from any text classifier.
Inf. Fusion
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
2022 J jnl
Embeddings Evaluation Using a Novel Measure of Semantic Similarity.
Cogn. Comput.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2022 J jnl
FFTree: A flexible tree to handle multiple fairness criteria.
Inf. Process. Manag.
Alessandro Castelnovo, Andrea Cosentini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 J jnl
GraphLMI: A data driven system for exploring labor market information through graph databases.
Multim. Tools Appl.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 A* conf
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract).
AAAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 J jnl
Soft computing for recommender systems and sentiment analysis.
Appl. Soft Comput.
Lorenzo Malandri, Carlos Porcel, Frank Xing, Jesús Serrano-Guerrero, Erik Cambria
2022 A* conf
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers.
IJCAI
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
2022 J jnl
WETA: Automatic taxonomy alignment via word embeddings.
Comput. Ind.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2022 J jnl
XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification.
Knowl. Based Syst.
Noemi Gozzi, Lorenzo Malandri, Fabio Mercorio, Alessandra Pedrocchi
2021 A* conf
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract).
AAAI
Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2021 J jnl
MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market.
Comput. Ind.
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2021 A* conf
NEO: A System for Identifying New Emerging Occupation from Job Ads.
AAAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 A* conf
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem.
IJCAI
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 A* conf
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract).
AAAI
Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
2021 J jnl
Skills2Job: A recommender system that encodes job offer embeddings on graph databases.
Appl. Soft Comput.
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2021 — conf
TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement.
ECML/PKDD (3)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2021 — conf
Towards Fairness Through Time.
PKDD/ECML Workshops (1)
Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Cosentini
2020 B conf
Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets.
COLING
Frank Z. Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria
2020 — conf
MEET: A Method for Embeddings Evaluation for Taxonomic Data.
ICDM (Workshops)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
2020 — conf
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations.
ISWC (2)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
2018 — conf
Discovering Bayesian Market Views for Intelligent Asset Allocation.
ECML/PKDD (3)
Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
2018 J jnl
Discovering Bayesian Market Views for Intelligent Asset Allocation.
CoRR
Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
2018 — conf
Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction.
SSCI
Andrea Picasso Ratto, Simone Merello, Luca Oneto, Yukun Ma, Lorenzo Malandri, Erik Cambria
2018 — conf
Learning Visual Concepts in Images Using Temporal Convolutional Networks.
SSCI
Qian Chen, Iti Chaturvedi, Soujanya Poria, Erik Cambria, Lorenzo Malandri
2018 J jnl
Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management.
Cogn. Comput.
Lorenzo Malandri, Frank Z. Xing, Carlotta Orsenigo, Carlo Vercellis, Erik Cambria