Paper "language models" Papers

10 papers found

A Taxonomy of Transcendence

Natalie Abreu, Edwin Zhang, Eran Malach et al.

COLM 2025paperarXiv:2508.17669
2
citations

Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining

Rosie Zhao, Alexandru Meterez, Sham M. Kakade et al.

COLM 2025paperarXiv:2504.07912
87
citations

Fluid Language Model Benchmarking

Valentin Hofmann, David Heineman, Ian Magnusson et al.

COLM 2025paperarXiv:2509.11106
10
citations

Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture

Nguyen Anh Minh, Dung D. Le

COLM 2025paperarXiv:2504.10512
1
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

Self-Steering Language Models

Gabriel Grand, Joshua B. Tenenbaum, Vikash Mansinghka et al.

COLM 2025paperarXiv:2504.07081
6
citations

Style over Substance: Distilled Language Models Reason Via Stylistic Replication

Philip Lippmann, Jie Yang

COLM 2025paperarXiv:2504.01738
2
citations

Unifying Autoregressive and Diffusion-Based Sequence Generation

Nima Fathi, Torsten Scholak, Pierre-Andre Noel

COLM 2025paperarXiv:2504.06416
10
citations

Values in the Wild: Discovering and Mapping Values in Real-World Language Model Interactions

Saffron Huang, Esin DURMUS, Kunal Handa et al.

COLM 2025paper
31
citations

Multi-Prompts Learning with Cross-Modal Alignment for Attribute-Based Person Re-identification

Yajing Zhai, Yawen Zeng, Zhiyong Huang et al.

AAAI 2024paperarXiv:2312.16797
33
citations