Matteo Manica
6 papers · 2020–2023 · 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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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
👥
Mega-Team · Squad
🏆
Grand Slam
Venues
Top co-authors
Research topics
Deep Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(2)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Machine Learning
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
hierarchical encoder
(2)
zero-shot learning
(1)
multi-task learning
(1)
natural language inference
(1)
cross-domain learning
(1)
bert model
(1)
natural language understanding
(1)
intent detection
(1)
emotion detection
(1)
sequence labelling
(1)
generative model
(1)
variational autoencoder
(1)
zero-shot generalization
(1)
drug design
(1)
molecular design
(1)
molecular generation
(1)
end-to-end training
(1)
conversational agent
(1)
beam search
(1)
scientific discovery
(1)
Papers
Unifying Molecular and Textual Representations via Multi-task Language Modelling
ICML 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
EMNLP 2023
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
NeurIPS 2020
Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction
AAAI 2020
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
EMNLP 2020