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Workshop
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Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
Helen Qu · Sang Michael Xie
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Workshop
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Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation
Yuzhe Lu · Sungmin Hong · Yash Shah · Panpan Xu
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Workshop
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Sat 13:30
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ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning
Alec Helbling · Evan Montoya · Duen Horng Chau
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Workshop
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Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning
Dongyue Li · Jinhong Yu · Hongyang Zhang
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Poster
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Tue 8:45
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Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner
Zhengxiang Shi · Aldo Lipani
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Workshop
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Understanding Catastrophic Forgetting in Language Models via Implicit Inference
Suhas Kotha · Jacob Springer · Aditi Raghunathan
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Poster
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Tue 8:45
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WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding
Yanchao Tan · Zihao Zhou · Hang Lv · Weiming Liu · Carl Yang
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Workshop
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FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Xiao-Yang Liu · Guoxuan Wang · Hongyang Yang · Daochen Zha
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Workshop
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Binding Oracle: Fine-Tuning From Stability to Binding Free Energy
Chengyue Gong · Adam Klivans · Jordan Wells · James Loy · Qiang Liu · Alex Dimakis · Daniel Diaz
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Workshop
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Temporal Fine-tuning of Medical Vision-Language Representation
Haoxu Huang · Kyunghyun Cho · Sumit Chopra · Divyam Madaan
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Workshop
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Binding Oracle: Fine-Tuning From Stability to Binding Free Energy
Chengyue Gong · Adam Klivans · Jordan Wells · James Loy · Qiang Liu · Alex Dimakis · Daniel Diaz
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Workshop
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Sat 7:54
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[Paper-Oral 5] Ensemble of low-rank adapters for large language model fine-tuning
Xi Wang · Laurence Aitchison · Maja Rudolph
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