Mattia Opper
8 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
CONLL (1)
EACL (1)
ICML (1)
NAACL (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
representation learning
(3)
self-supervised learning
(2)
self-structuring autoencoder
(2)
compositional generalization
(1)
parameter efficient
(1)
semantic embedding
(1)
inductive bia
(1)
text embedding
(1)
autoencoder architecture
(1)
word embedding
(1)
multilingual embedding
(1)
embedding quality
(1)
large language model
(1)
neural network
(1)
hierarchical composition
(1)
symbolic structure
(1)
tree-structured representation
(1)
neurosymbolic computation
(1)
contrastive learning
(1)
cross-lingual transfer
(1)
Papers
Bootstrapping Embeddings for Low Resource Languages
EACL 2026
Banyan: Improved Representation Learning with Explicit Structure
ICML 2025
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
NIPS 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less
NAACL 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less
SEMEVAL 2024
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure
EMNLP 2023
On the effect of curriculum learning with developmental data for grammar acquisition
EMNLP 2023
On the effect of curriculum learning with developmental data for grammar acquisition
CONLL 2023