"language model pretraining" Papers

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Analyzing Similarity Metrics for Data Selection for Language Model Pretraining

Dylan Sam, Ayan Chakrabarti, Afshin Rostamizadeh et al.

NEURIPS 2025arXiv:2502.02494
1
citations

Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining

Ping Guo, Yubing Ren, BINBINLIU et al.

NEURIPS 2025arXiv:2509.15556
1
citations

Group-Level Data Selection for Efficient Pretraining

Zichun Yu, Fei Peng, Jie Lei et al.

NEURIPS 2025arXiv:2502.14709
2
citations

Multi-Token Prediction Needs Registers

Anastasios Gerontopoulos, Spyridon Gidaris, Nikos Komodakis

NEURIPS 2025arXiv:2505.10518
4
citations