Matteo Manica
6 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π₯
Mega-Team
(40)
π
Grand Slam
Conferences
EMNLP (2)
AAAI (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
hierarchical encoder
(2)
zero-shot 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)
drug design
(1)
molecular design
(1)
molecular generation
(1)
end-to-end training
(1)
conversational agent
(1)
beam search
(1)
scientific discovery
(1)
sequence-to-sequence model
(1)
guided attention
(1)
Papers
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
EMNLP 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
ICML 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
NIPS 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