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Workshop
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Dynamic Subset Tuning: Expanding the Operational Range of Parameter-Efficient Training for Large Language Models
Felix Stahlberg · Jared Lichtarge · Shankar Kumar
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Workshop
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Fine tuning language models to align fidelity and efficiency of generative retrieval in multi-turn dialogues
Jeremy Curuksu
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Poster
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Fri 16:30
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Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
Wangbo Zhao · Jiasheng Tang · Yizeng Han · Yibing Song · Kai Wang · Gao Huang · Fan Wang · Yang You
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Poster
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Thu 16:30
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SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
Linglan Zhao · Xuerui Zhang · Ke Yan · Shouhong Ding · Weiran Huang
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Poster
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Wed 16:30
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BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
Qijun Luo · Hengxu Yu · Xiao Li
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Poster
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Wed 16:30
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Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction
Liang Wang · Qiang Liu · Shaozhen Liu · Xin Sun · Shu Wu · Liang Wang
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Poster
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Wed 16:30
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Order-Independence Without Fine Tuning
Reid McIlroy-Young · Katrina Brown · Conlan Olson · Linjun Zhang · Cynthia Dwork
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Workshop
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Policy optimization to align the validity, coherence and efficiency of reasoning agents in multi-turn dialogues
Jeremy Curuksu
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Poster
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Thu 16:30
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Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
Ruochen Liu · Hao Chen · Yuanchen Bei · Qijie Shen · Fangwei Zhong · Senzhang Wang · Jianxin Wang
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