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Yi Ren
Yi Ren
Verified email at cs.ubc.ca - Homepage
Title
Cited by
Cited by
Year
Compositional languages emerge in a neural iterated learning model
Y Ren, S Guo, M Labeau, SB Cohen, S Kirby
ICLR2020, 2020
1052020
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents
S Guo, Y Ren, S Havrylov, S Frank, I Titov, K Smith
Workshop: EmeCom@NeurIPS, 2019
332019
Better Supervisory Signals by Observing Learning Paths
Y Ren, S Guo, DJ Sutherland
ICLR2022, 2022
242022
How to prepare your task head for finetuning
Y Ren, S Guo, W Bae, DJ Sutherland
ICLR2023, 2023
142023
Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability
S Guo, Y Ren, K Mathewson, S Kirby, SV Albrecht, K Smith
ICLR2022, 2021
102021
Inductive bias and language expressivity in emergent communication
S Guo, Y Ren, A Słowik, K Mathewson
Workshop: EmeCom@NeurIPS, 2020
72020
Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings
Y Ren, S Lavoie, M Galkin, DJ Sutherland, A Courville
NeurIPS 2023, 2023
62023
Economics arena for large language models
S Guo, H Bu, H Wang, Y Ren, D Sui, Y Shang, S Lu
arXiv preprint arXiv:2401.01735, 2024
52024
Learning Dynamics of LLM Finetuning
Y Ren, DJ Sutherland
arXiv preprint arXiv:2407.10490, 2024
22024
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
Y Ren, S Guo, L Qiu, B Wang, DJ Sutherland
arXiv preprint arXiv:2404.04286, 2024
22024
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
S Guo, Y Ren, SV Albrecht, K Smith
ICLR 2024, 2024
2*2024
Understanding Simplicity Bias towards Compositional Mappings via Learning Dynamics
Y Ren, DJ Sutherland
arXiv preprint arXiv:2409.09626, 2024
2024
AdaFlood: Adaptive Flood Regularization
W Bae, Y Ren, MO Ahmed, F Tung, DJ Sutherland, GL Oliveira
TMLR, 2024
2024
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Articles 1–13