Giovanni Paolini

7 papers · 2021–2024 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 📈 Trend Setter

Venues

ICLR (3) CVPR (1) EACL (1) EMNLP (1) ICML (1)

Top co-authors

Stefano Soatto (5) Alessandro Achille (4) Dan Roth (2) Shuai Wang (2) Miguel Ballesteros (2) Jie Ma (2) Avinash Ravichandran (2) Orchid Majumder (1) Matthew Trager (1) Yassine Benajiba (1)

Research topics

Artificial Intelligence (5) Machine Learning (5) Natural Language Processing (4) Core AI (3) Optimization & Theory · Machine Learning (3) Applications (2) Learning Paradigms (2) Learning Types (2) Understanding (2) Deep Learning (1) Generation (1) Optimization & Theory · Deep Learning (1)

Keywords

named entity recognition (2) continual learning (1) multi-task learning (1) few-shot learning (1) transfer learning (1) structured prediction (1) relation extraction (1) sentiment classification (1) reading comprehension (1) program synthesis (1) semantic role labeling (1) weak supervision (1) deep neural network (1) adversarial example (1) dataset curation (1) prompt tuning (1) aspect extraction (1) event extraction (1) aspect-based sentiment analysis (1) limited data (1)

Papers

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024 Fewer Truncations Improve Language Modeling ICML 2024 A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting CVPR 2023 Taxonomy Expansion for Named Entity Recognition EMNLP 2023 DIVA: Dataset Derivative of a Learning Task ICLR 2022 Estimating informativeness of samples with Smooth Unique Information ICLR 2021 Structured Prediction as Translation between Augmented Natural Languages ICLR 2021