Paul Smolensky
10 papers · 2018–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24) π Conference Polyglot (7) π Academic Marathon (6) π§ Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(6)
π
Grand Slam
π
Keyword Champion
(4)
π
Century Club
(10)
π
Conference Pioneer
Conferences
EMNLP (2)
ICML (2)
NAACL (2)
AAAI (1)
COLING (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
tensor product representation
(4)
neural network
(3)
symbolic structure
(2)
compositional generalization
(2)
natural language
(2)
semantic analysis
(1)
image captioning
(1)
natural language processing
(1)
semantic role labeling
(1)
semantic parsing
(1)
program synthesis
(1)
recurrent neural network
(1)
interpretable model
(1)
structured representation
(1)
compositional structure
(1)
syntactic analysis
(1)
word embedding
(1)
bidirectional lstm
(1)
symbolic representation
(1)
natural language generation
(1)
Papers
Toward Compositional Behavior in Neural Models: A Survey of Current Views
EMNLP 2024
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
NIPS 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
Mapping natural-language problems to formal-language solutions using structured neural representations
ICML 2020
Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme
COLING 2020
RNNs implicitly implement tensor-product representations
ICLR 2019
Predicting the Argumenthood of English Prepositional Phrases
AAAI 2019
Tensor Product Generation Networks for Deep NLP Modeling
NAACL 2018