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Poster
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Wed 11:00
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Spectral Adapter: Fine-Tuning in Spectral Space
Fangzhao Zhang · Mert Pilanci
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Workshop
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Enhancing Fine-Tuning Efficiency of LLMs Through Gradient Subspace Tracking
Sahar Rajabi · Sirisha Rambhatla
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Workshop
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MPLoRA: Orthogonal Multi-Path Low-Rank Adaptation for Parameter Efficient Fine-Tuning
Junhan Shi · Fulin Wang · Qing Li · Yong Jiang
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Workshop
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Evaluating RAG System Performance: The Impact of Knowledge Cut-off and Fine-Tuning
Omkar Dige · John Willes · David B. Emerson
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Poster
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Wed 16:30
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LoFiT: Localized Fine-tuning on LLM Representations
Fangcong Yin · Xi Ye · Greg Durrett
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Workshop
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Sun 11:55
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Automated Feedback Generation for Open-Ended Questions: Insights from Fine-Tuned LLMs
Elisabetta Mazzullo · Okan Bulut
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Workshop
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Sun 10:00
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Old Friends & New Partners: Accelerating Genome Engineering with Fine-tuned LLMs and CRISPR-GPT Agent
Le Cong
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Workshop
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SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
Vijay Chandra Lingam · Atula Neerkaje · Aditya Vavre · Aneesh Shetty · Gautham Krishna Gudur · Joydeep Ghosh · Alex Dimakis · Eunsol Choi · Aleksandar Bojchevski · Sujay Sanghavi
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Workshop
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Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
Somnath Basu Roy Chowdhury · Krzysztof M Choromanski · Arijit Sehanobish · Kumar Avinava Dubey · Snigdha Chaturvedi
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Workshop
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The effect of fine-tuning on language model toxicity
Will Hawkins · Brent Mittelstadt · Chris Russell
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Workshop
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The effect of fine-tuning on language model toxicity
Will Hawkins · Brent Mittelstadt · Chris Russell
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Workshop
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Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion
Shuqi Ke · Charlie Hou · Sewoong Oh · Giulia Fanti
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