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Workshop
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
Chulin Xie · Zinan Lin · Arturs Backurs · Sivakanth Gopi · Da Yu · Huseyin Inan · Harsha Nori · Haotian Jiang · Huishuai Zhang · Yin Tat Lee · Bo Li · Sergey Yekhanin
Workshop
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
Chulin Xie · Zinan Lin · Arturs Backurs · Sivakanth Gopi · Da Yu · Huseyin Inan · Harsha Nori · Haotian Jiang · Huishuai Zhang · Yin Tat Lee · Bo Li · Sergey Yekhanin
Poster
Wed 1:45 Pre-training with Synthetic Data Helps Offline Reinforcement Learning
Zecheng Wang · Che Wang · Zixuan Dong · Keith Ross
Workshop
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
Pratyush Maini · Skyler Seto · He Bai · David Grangier · Yizhe Zhang · Navdeep Jaitly
Workshop
Pretraining Sleep Staging Models without Patient Data
Niklas Grieger · Siamak Mehrkanoon · Stephan Bialonski
Workshop
Intent-based Prompt Calibration: Enhancing prompt optimization with synthetic boundary cases
Elad Levi · Eli Brosh · Matan Friedmann
Workshop
Pretraining Sleep Staging Models without Patient Data
Niklas Grieger · Siamak Mehrkanoon · Stephan Bialonski
Workshop
Synthetic data augmentation for earth observation object detection tasks
Syrine Khammari · Enrique Fernández-Laguilhoat Sánchez-Biezma · Sergey Sukhanov · Ivan Tankoyeu
Workshop
A Tale of Tails: Model Collapse as a Change of Scaling Laws
Yunzhen Feng · Elvis Dohmatob · Pu Yang · François Charton · Julia Kempe
Workshop
LongForm: Effective Instruction Tuning with Reverse Instructions
Abdullatif Köksal · Timo Schick · Anna Korhonen · Hinrich Schuetze
Workshop
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Avi Singh · John Co-Reyes · Rishabh Agarwal
Workshop
[***Online Presentation***] Distributional Dataset Distillation with Subtask Decomposition
Tian Qin · Zhiwei Deng · David Alvarez-Melis