Roland Fernandez
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
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Trend Setter
Conferences
ICML (2)
EMNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
compositional generalization
(2)
reinforcement learning
(1)
sample efficiency
(1)
sequential decision-making
(1)
natural language processing
(1)
semantic parsing
(1)
semantic analysis
(1)
working memory
(1)
natural language
(1)
tensor product representation
(1)
multi-head self-attention
(1)
multi-head attention
(1)
abstractive summarization
(1)
syntactic structure
(1)
compositional behavior
(1)
neural model
(1)
semantic content
(1)
symbolic operation
(1)
large language model
(1)
Papers
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
NIPS 2024
Toward Compositional Behavior in Neural Models: A Survey of Current Views
EMNLP 2024
Differentiable Tree Operations Promote Compositional Generalization
ICML 2023
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
NAACL 2021
Working Memory Graphs
ICML 2020