Mattia Opper

According to our database, Mattia Opper authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

TRA: Better Length Generalisation with Threshold Relative Attention.

Mattia Opper, Roland Fernandez, Paul Smolensky, Jianfeng Gao

Trans. Mach. Learn. Res., 2025

2024

Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks.

Paul Smolensky, Roland Fernandez, Zhenghao Herbert Zhou, Mattia Opper, Jianfeng Gao

CoRR, 2024

Banyan: Improved Representation Learning with Explicit Structure.

Mattia Opper, N. Siddharth

CoRR, 2024

Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less.

Mattia Opper, Siddharth Narayanaswamy

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Compositional Generalization Across Distributional Shifts with Sparse Tree Operations.

Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

On the effect of curriculum learning with developmental data for grammar acquisition.

Mattia Opper, J. Morrison, N. Siddharth

CoRR, 2023

StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure.

Mattia Opper, Victor Prokhorov, Siddharth Narayanaswamy

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023