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Workshop
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Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors
Himanshu Thakur · Eshani Agrawal · Smruthi Mukund
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Workshop
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Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources
Issey Sukeda
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Workshop
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Flexora: Flexible Low-Rank Adaptation for Large Language Models
Chenxing Wei · Yao Shu · Ying He · Fei Yu
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Workshop
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On the Implicit Relation between Low-Rank Adaptation and Differential Privacy
Saber Malekmohammadi · Golnoosh Farnadi
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Workshop
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PepDoRA: A Unified Peptide Language Model via Weight-Decomposed Low-Rank Adaptation
Leyao Wang · Rishab Pulugurta · Pranay Vure · Aastha Pal · Yinuo Zhang · Pranam Chatterjee
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Poster
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Thu 11:00
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BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Yibin Wang · Haizhou Shi · Ligong Han · Dimitris Metaxas · Hao Wang
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Workshop
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Chain-of-Imagination for Reliable Instruction Following in Decision Making
Enshen Zhou · Yiran Qin · Zhenfei (Jeremy) Yin · Yuzhou Huang · Ruimao Zhang · Lu Sheng · Yu Qiao · Jing Shao
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Affinity Event
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COMPARATIVE STUDY OF LLMS FOR PERSONAL FINANCIAL DECISION IN LOW RESOURCE LANGUAGE
Rashidat Sikiru · Olubayo Adekambi · Anthony Soronnadi
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Workshop
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Exploring In-Context Ensemble with Video-Language Models for Low-Level Workflow Understanding
Moucheng Xu · Evangelos Chatzaroulas · Luc McCutcheon · Abdul Ahad · Hamzah Azeem · Janusz Marecki · Ammar Anwar
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Workshop
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Sun 16:28
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Yao Shu, Wenyang Hu, See-Kiong Ng, Bryan Kian Hsiang Low & Fei Richard Yu. Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
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Workshop
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Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
Yao Shu · Wenyang Hu · See-Kiong Ng · Bryan Kian Hsiang Low · Fei Yu
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Poster
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Fri 16:30
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OneBit: Towards Extremely Low-bit Large Language Models
Yuzhuang Xu · Xu Han · Zonghan Yang · Shuo Wang · Qingfu Zhu · Zhiyuan Liu · Weidong Liu · Wanxiang Che
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