Emily Cheng

15 papers A* 2B 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Abstraction Induces the Brain Alignment of Language and Speech Models.
CoRR
Emily Cheng, Aditya R. Vaidya, Richard J. Antonello
2026 J jnl
GenCtrl - A Formal Controllability Toolkit for Generative Models.
CoRR
Emily Cheng, Carmen Amo Alonso, Federico Danieli, Arno Blaas, Luca Zappella, Pau Rodríguez, Xavier Suau
2026 J jnl
Tracing the complexity profiles of different linguistic phenomena through the intrinsic dimension of LLM representations.
CoRR
Marco Baroni, Emily Cheng, Iria de-Dios-Flores, Francesca Franzon
2025 A* conf
Emergence of a High-Dimensional Abstraction Phase in Language Transformers.
ICLR
Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Lei Yu, Alessandro Laio, Marco Baroni
2025 — conf
Geometric Signatures of Compositionality Across a Language Model's Lifetime.
ACL (1)
Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, Yoshua Bengio, Emily Cheng
2024 J jnl
Emergence of a High-Dimensional Abstraction Phase in Language Transformers.
CoRR
Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni
2024 J jnl
Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models.
CoRR
Emily Cheng, Richard J. Antonello
2024 J jnl
Geometric Signatures of Compositionality Across a Language Model's Lifetime.
CoRR
Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, Yoshua Bengio, Emily Cheng
2024 J jnl
Linearly Controlled Language Generation with Performative Guarantees.
CoRR
Emily Cheng, Marco Baroni, Carmen Amo Alonso
2024 J jnl
Principles of semantic and functional efficiency in grammatical patterning.
CoRR
Emily Cheng, Francesca Franzon
2023 A* conf
Bridging Information-Theoretic and Geometric Compression in Language Models.
EMNLP
Emily Cheng, Corentin Kervadec, Marco Baroni
2023 J jnl
Bridging Information-Theoretic and Geometric Compression in Language Models.
CoRR
Emily Cheng, Corentin Kervadec, Marco Baroni
2023 — conf
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication.
ACL (Findings)
Emily Cheng, Mathieu Rita, Thierry Poibeau
2023 J jnl
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication.
CoRR
Emily Cheng, Mathieu Rita, Thierry Poibeau
2022 B conf
Quantifying the Emergence of Symbolic Communication.
CogSci
Emily Cheng, Yen-Ling Kuo, Josefina Correa, Boris Katz, Ignacio Cases, Andrei Barbu