Paul Soulos
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Keyword Champion
(2)
Conferences
EMNLP (2)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
symbolic structure
(2)
compositional generalization
(2)
neural network
(2)
semantic analysis
(1)
natural language
(1)
recurrent neural network
(1)
tensor product representation
(1)
compositional structure
(1)
abstractive summarization
(1)
syntactic structure
(1)
vector representation
(1)
compositional behavior
(1)
neural model
(1)
semantic content
(1)
symbolic operation
(1)
large language model
(1)
hidden embedding
(1)
compositional task
(1)
role vector
(1)
conceptual framework
(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
Discovering the Compositional Structure of Vector Representations with Role Learning Networks
EMNLP 2020