Spotlight "instruction following" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Checklists Are Better Than Reward Models For Aligning Language Models

Vijay Viswanathan, Yanchao Sun, Xiang Kong et al.

NEURIPS 2025spotlightarXiv:2507.18624
32
citations

Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance

Aladin Djuhera, Swanand Kadhe, Syed Zawad et al.

NEURIPS 2025spotlightarXiv:2506.06522