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Workshop
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Sat 6:25
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Invited Talk: Building LMs for African languages using small quality data
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Poster
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Tue 7:30
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Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality
Xuxi Chen · Yu Yang · Zhangyang Wang · Baharan Mirzasoleiman
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Workshop
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QuRating: Selecting High-Quality Data for Training Language Models
Alexander Wettig · Aatmik Gupta · Saumya Malik · Danqi Chen
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Workshop
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QuRating: Selecting High-Quality Data for Training Lanugage Models
Alexander Wettig · Aatmik Gupta · Saumya Malik · Danqi Chen
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Workshop
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Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Avi Singh · John Co-Reyes · Rishabh Agarwal
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Workshop
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Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
Florian Eddie Dorner · Moritz Hardt
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Workshop
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Enhancing Data Quality in Federated Fine-Tuning of Foundation Models
Wanru Zhao · Yaxin Du · Nic Lane · Siheng Chen · Yanfeng Wang
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Poster
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Tue 1:45
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OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
Guan Wang · Sijie Cheng · Xianyuan Zhan · Xiangang Li · Sen Song · Yang Liu
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Workshop
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[***Online Presentation***] DELE: Data Efficient LLM Evaluation
Gayathri Saranathan · Mahammad Parwez Alam · JAMES LIM · Suparna Bhattacharya · Soon Wong · Martin Foltin · Cong Xu
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