Paper "fine-tuning" Papers

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CLIPPER: Compression enables long-context synthetic data generation

Chau Minh Pham, Yapei Chang, Mohit Iyyer

COLM 2025paperarXiv:2502.14854
2
citations

Hawkeye: Model Collaboration for Efficient Reasoning

Jianshu She, Zhuohao Li, Zhemin Huang et al.

COLM 2025paper

ParaPO: Aligning Language Models to Reduce Verbatim Reproduction of Pre-training Data

Tong Chen, Faeze Brahman, Jiacheng Liu et al.

COLM 2025paperarXiv:2504.14452
3
citations

Privately Learning from Graphs with Applications in Fine-tuning Large Language Models

Haoteng Yin, Rongzhe Wei, Eli Chien et al.

COLM 2025paperarXiv:2410.08299
1
citations

Sherkala-Chat: Building a State-of-the-Art LLM for Kazakh in a Moderately Resourced Setting

Fajri Koto, Rituraj Joshi, Nurdaulet Mukhituly et al.

COLM 2025paper
5
citations