Mattia Atzeni
7 papers · 2021–2023 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏆 Grand Slam
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Architectures
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(4)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Representation
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Core AI · Computer Vision
(1)
Learning Types
(1)
Keywords
text-based game
(3)
knowledge graph
(3)
reinforcement learning
(3)
commonsense knowledge
(2)
graph neural network
(2)
question answering
(1)
data integration
(1)
graph representation
(1)
out-of-distribution generalization
(1)
compositional generalization
(1)
geometric reasoning
(1)
entity embedding
(1)
case-based reasoning
(1)
multi-hop reasoning
(1)
symmetry prior
(1)
siamese network
(1)
abstract reasoning
(1)
entity resolution
(1)
entity representation
(1)
entity matching
(1)
Papers
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning
ICML 2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings
EMNLP 2023
Case-based reasoning for better generalization in textual reinforcement learning
ICLR 2022
Business Entity Matching with Siamese Graph Convolutional Networks
AAAI 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
ACL 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning
NeurIPS 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
AAAI 2021