ICLR 2025 "language model training" Papers

6 papers found

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Aioli: A Unified Optimization Framework for Language Model Data Mixing

Mayee Chen, Michael Hu, Nicholas Lourie et al.

ICLR 2025posterarXiv:2411.05735
16
citations

Deconstructing What Makes a Good Optimizer for Autoregressive Language Models

Rosie Zhao, Depen Morwani, David Brandfonbrener et al.

ICLR 2025poster
37
citations

Generative Representational Instruction Tuning

Niklas Muennighoff, Hongjin SU, Liang Wang et al.

ICLR 2025posterarXiv:2402.09906
217
citations

Gradient descent with generalized Newton’s method

Zhiqi Bu, Shiyun Xu

ICLR 2025posterarXiv:2407.02772
6
citations

Inverse Scaling: When Bigger Isn't Better

Joe Cavanagh, Andrew Gritsevskiy, Najoung Kim et al.

ICLR 2025posterarXiv:2306.09479
183
citations

Learning from negative feedback, or positive feedback or both

Abbas Abdolmaleki, Bilal Piot, Bobak Shahriari et al.

ICLR 2025posterarXiv:2410.04166
7
citations