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Marco Di Giovanni

3 papers · 2021–2022 · 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 (13)

Venues

EMNLP (1) NAACL (1) SemEval (1)

Top co-authors

Marco Brambilla (3) Thomas Tasca (1)

Research topics

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

Keywords

semantic similarity (2) text classification (1) self-supervised learning (1) weakly supervised learning (1) text representation (1) transformer language model (1) sentence embedding (1) social media (1) triplet loss (1) twitter data (1) stance classification (1) stacking ensemble (1) transformer model (1) news article similarity (1) semi-supervised learning (1) english translation (1)

Papers

DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity SemEval 2022 Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum NAACL 2021 Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021