Sfoglia per Autore
Using language models to extract and map emerging skills to the ESCO taxonomy
2026 De Santo, A; Nobani, N; Malandri, L; Mercorio, F; Mezzanzanica, M
Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space
2026 Ermellino, A; Malandri, L; Mercorio, F; Serino, A
Lost in Alignment: A Survey on Cross-Lingual Alignment Methods for Contextualized Representation
2026 Pallucchini, F; Malandri, L; Mercorio, F; Mezzanzanica, M
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models
2026 De Santo, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
RE-FIN: Retrieval-based Enrichment for Financial data
2025 Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
SEEDOT: Tool for Enhancing Sentiment Lexicon with Machine Learning
2025 Haardt, V; Malandri, L; Mercorio, F; Porcelli, L
SeNSe: embedding alignment via semantic anchors selection
2025 Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
SkiLLMo: Normalized ESCO Skill Extraction through Transformer Models
2025 Malandri, L; Mercorio, F; Serino, A
JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence
2025 Colombo, S; D'Amico, S; Malandri, L; Mercorio, F; Seveso, A
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings
2024 Ascari, R; Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M
Alignment of Multilingual Embeddings to Estimate Job Similarities in Online Labour Market
2024 D'Amico, S; Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods
2024 Cesarini, M; Malandri, L; Pallucchini, F; Seveso, A; Xing, F
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent
2024 Xu, W; Huang, Z; Hu, W; Fang, X; Cherukuri, R; Nayyar, N; Malandri, L; Sengamedu, S
An approach to Evaluative AI through Large Language Models
2024 Ermellino, A; Malandri, L; Mercorio, F; Nobani, N; Serino, A
Model-contrastive explanations through symbolic reasoning
2024 Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer
2023 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
A survey on XAI and natural language explanations
2023 Cambria, E; Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
Leveraging Group Contrastive Explanations for Handling Fairness
2023 Castelnovo, A; Inverardi, N; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction
2023 D'Amico, S; Malandri, L; Mercorio, F; Mezzanzanica, M
Embeddings Evaluation Using a Novel Measure of Semantic Similarity
2022 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
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