Antonio Serino

3 papers · 2025–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

EACL (1) EMNLP (1) IJCAI (1)

Top co-authors

Fabio Mercorio (3) Mario Mezzanzanica (1) Andrea Ermellino (1) Filippo Pallucchini (1) Lorenzo Malandri (1) Emilio Colombo (1) Andrea Seveso (1) Daniele Potertì (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Models (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (3) representation learning (2) model evaluation (1) semantic analysis (1) semantic alignment (1) interpretability evaluation (1) language model (1) feature decomposition (1) sparse autoencoder (1) ai exposure assessment (1) task replacement (1) labor market impact (1) skill automation (1) workforce augmentation (1) safety classification (1) activation space (1) occupational analysis (1) polysemantic activation (1) feature evaluation (1) job exposure (1)

Papers

Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space EACL 2026 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025