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Instruction Fine-Tuning

2 papers across 2 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
On the Loss of Context Awareness in General Instruction Fine-tuning
#4104 · Yihan Wang, Andrew Bai, Nanyun Peng, Cho-Jui Hsieh

We identify and mitigate the loss of context awareness after instruction fine-tuning.

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Whose Instructions Count? Resolving Preference Bias in Instruction Fine-Tuning
#109 · Jiayu Zhang, Changbang Li, Yinan Peng, Weihao Luo, Peilai Yu, Xuan Zhang