Giuseppe Gallipoli

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

COLING (2) EMNLP (1)

Top co-authors

Luca Cagliero (3) Daniele Rege Cambrin (1) Simone Papicchio (1) Arianna Miola (1) Daniele Borghi (1) Paolo Garza (1) Irene Benedetto (1) Lorenzo Vaiani (1)

Research topics

Artificial Intelligence (2) Natural Language Processing (2) Applications (2) Learning Paradigms (2) Deep Learning (1) Machine Learning (1) Core AI (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

large language model (2) semantic segmentation (1) few-shot learning (1) text generation (1) loss function (1) cross-entropy loss (1) chain-of-thought prompting (1) focal loss (1) language model fine-tuning (1) document annotation (1) text similarity (1) figurative language (1) keyword generation (1) trend analysis (1) lovasz loss (1) risk analysis (1) zero-shot learning (1) textual entailment recognition (1)

Papers

It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis Using Large Language Models COLING 2024