Mattia Atzeni
8 papers · 2021–2023 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
AAAI (2)
ACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
knowledge graph
(3)
text-based game
(3)
commonsense knowledge
(3)
reinforcement learning
(3)
graph neural network
(2)
graph representation
(2)
data integration
(1)
compositional generalization
(1)
geometric reasoning
(1)
entity embedding
(1)
multi-hop reasoning
(1)
symmetry prior
(1)
siamese network
(1)
abstract reasoning
(1)
entity resolution
(1)
entity representation
(1)
grounded language
(1)
entity matching
(1)
type-aware embedding
(1)
knowledge graph attention
(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
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
NIPS 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
IJCNLP 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
AAAI 2021
Business Entity Matching with Siamese Graph Convolutional Networks
AAAI 2021