Emily Cheng

According to our database, Emily Cheng authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

Abstraction Induces the Brain Alignment of Language and Speech Models.

Emily Cheng, Aditya R. Vaidya, Richard J. Antonello

CoRR, February, 2026

GenCtrl - A Formal Controllability Toolkit for Generative Models.

Emily Cheng, Carmen Amo Alonso, Federico Danieli, Arno Blaas, Luca Zappella, Pau Rodríguez, Xavier Suau

CoRR, January, 2026

Tracing the complexity profiles of different linguistic phenomena through the intrinsic dimension of LLM representations.

Marco Baroni, Emily Cheng, Iria de-Dios-Flores, Francesca Franzon

CoRR, January, 2026

2025

Emergence of a High-Dimensional Abstraction Phase in Language Transformers.

Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Lei Yu, Alessandro Laio, Marco Baroni

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Geometric Signatures of Compositionality Across a Language Model's Lifetime.

Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, Yoshua Bengio, Emily Cheng

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Principles of semantic and functional efficiency in grammatical patterning.

Emily Cheng, Francesca Franzon

CoRR, 2024

Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models.

Emily Cheng, Richard J. Antonello

CoRR, 2024

Emergence of a High-Dimensional Abstraction Phase in Language Transformers.

Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni

CoRR, 2024

Linearly Controlled Language Generation with Performative Guarantees.

Emily Cheng, Marco Baroni, Carmen Amo Alonso

CoRR, 2024

2023

Bridging Information-Theoretic and Geometric Compression in Language Models.

Emily Cheng, Corentin Kervadec, Marco Baroni

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

On the Correspondence between Compositionality and Imitation in Emergent Neural Communication.

Emily Cheng, Mathieu Rita, Thierry Poibeau

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Quantifying the Emergence of Symbolic Communication.

Emily Cheng, Yen-Ling Kuo, Josefina Correa, Boris Katz, Ignacio Cases, Andrei Barbu

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022