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Papers
AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data
CVPR 2025
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning
ICCV 2025
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering
EMNLP 2025
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions
ACL 2025
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation
ACL 2024
On Surgical Fine-tuning for Language Encoders
EMNLP 2023
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models
EMNLP 2022
The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021
EMNLP 2021