Mattia Opper

6 papers · 2023–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CoNLL (1) EACL (1) EMNLP (1) ICML (1) NeurIPS (1) SemEval (1)

Top co-authors

N. Siddharth (3) J. Morrison (1) Victor Prokhorov (1) Paul Smolensky (1) Roland Fernandez (1) Andrew Horne (1) Paul Soulos (1) Siddharth N (1) Merve Basoz (1) Jianfeng Gao (1)

Research topics

Machine Learning (5) Deep Learning (4) Architectures (4) Core Methods (4) Learning Types (3) Artificial Intelligence (2) Natural Language Processing (1) Application Areas (1) Core AI (1) Learning Paradigms (1) Resources & Methods (1) Techniques (1)

Keywords

representation learning (2) contrastive learning (1) self-supervised learning (1) cross-lingual transfer (1) semantic representation (1) efficient computing (1) compositional generalization (1) parameter efficient (1) inductive bia (1) text embedding (1) neuro-symbolic computation (1) autoencoder architecture (1) word embedding (1) low-resource setting (1) multilingual embedding (1) embedding quality (1) large language model (1) neural network (1) hierarchical composition (1) self-structuring autoencoder (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 NeurIPS 2024 Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SemEval 2024 On the effect of curriculum learning with developmental data for grammar acquisition CoNLL 2023 StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure EMNLP 2023