Lorenzo Valgimigli

3 papers · 2022–2023 · 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 · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Gianluca Moro (3) Luca Ragazzi (2) Giacomo Frisoni (1) Davide Freddi (1) Miki Mizutani (1)

Research topics

Deep Learning (3) Natural Language Processing (3) Healthcare & Medicine (2) Applications (2) Clinical (2) Generation (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1) Models (1) Resources & Methods (1)

Keywords

model compression (1) domain adaptation (1) hyperparameter optimization (1) question answering (1) text generation (1) parameter efficient (1) hyperparameter tuning (1) retrieval-augmented generation (1) discriminative model (1) neural retrieval (1) multi-document summarization (1) biomedical natural language processing (1) biomedical literature (1) medical literature (1) text-to-text transformer (1) transformer model (1) long document summarization (1) carbon-aware accuracy (1) eco-sustainable regime (1) token probability marginalization (1)

Papers

Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy AAAI 2023 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature ACL 2022