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59 Results
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Poster
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Thu 16:30 |
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? Lingao Xiao · Yang He |
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Poster
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Fri 11:00 |
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework Yifan Sun · Jingyan Shen · Yongchan Kwon |
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Poster
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Fri 16:30 |
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models Zichun Yu · Spandan Das · Chenyan Xiong |
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Poster
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Wed 16:30 |
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling Harit Vishwakarma · Yi Chen · Sui Jiet Tay · Satya Sai Srinath Namburi · Frederic Sala · Ramya Korlakai Vinayak |
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Poster
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Fri 16:30 |
UQE: A Query Engine for Unstructured Databases Hanjun Dai · Bethany Wang · Xingchen Wan · Bo Dai · Sherry Yang · Azade Nova · Pengcheng Yin · Mangpo Phothilimthana · Charles Sutton · Dale Schuurmans |
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Poster
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Thu 16:30 |
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions Jonathan Hayase · Alisa Liu · Yejin Choi · Sewoong Oh · Noah Smith |
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Poster
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Thu 11:00 |
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning Shirley Wu · Shiyu Zhao · Qian Huang · Kexin Huang · Michihiro Yasunaga · Kaidi Cao · Vassilis Ioannidis · Karthik Subbian · Jure Leskovec · James Zou |
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Poster
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SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection Liangxin Liu · Xuebo Liu · Derek Wong · Dongfang Li · Ziyi Wang · Baotian Hu · Min Zhang |
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Poster
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Improving Generalization of Dynamic Graph Learning via Environment Prompt Kuo Yang · Zhengyang Zhou · Qihe Huang · Limin Li · Yuxuan Liang · Yang Wang |
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Workshop
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Sat 13:00 |
Composers’ Evaluations of an AI Music Tool: Insights for Human-Centered Design Eleanor Row · George Fazekas |
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Workshop
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dattri: A Library for Efficient Data Attribution Junwei Deng · Ting-Wei Li · Shiyuan Zhang · Shixuan Liu · Yijun Pan · Hao Huang · Xinhe Wang · Pingbang Hu · Xingjian Zhang · Jiaqi Ma |
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Workshop
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HAMMR : HierArchical MultiModal React agents for generic VQA Lluis Castrejon · Thomas Mensink · Howard Zhou · Vittorio Ferrari · Andre Araujo · Jasper Uijlings |