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30 Results
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Workshop
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Sat 12:00 |
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models Negin Raoof · Litu Rout · Giannis Daras · Sujay Sanghavi · Constantine Caramanis · Sanjay Shakkottai · Alex Dimakis |
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Workshop
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The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions Stefan Sylvius Wagner · Maike Behrendt · Marc Ziegele · Stefan Harmeling |
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Poster
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Thu 11:00 |
Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need? Roel Bouman · Zaharah Bukhsh · Tom Heskes |
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Workshop
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Poster: Leveraging Large Language Models for Zero-Shot Detection and Mitigation of Data Poisoning in Wearable AI Systems Malithi Mithsara Wanniarachchi Kankanamge · Abdur Shahid · Ning Yang |
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Affinity Event
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Overlap Detection improves Tabular Data Synthesizers for Imbalanced Datasets Annie Dsouza · Swetha Magesh · Sunita Sarawagi |
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Affinity Event
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Exploiting Longitudinal Speech Data via Voice Assistant Systems for Early Detection of Cognitive Decline Kristin Qi · Youxiang Zhu · Caroline Summerour · John A. Batsis · Xiaohui Liang |
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Workshop
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(Mis)use of nude images in machine learning research Arshia Arya · Princessa Cintaqia · Deepak Kumar · Allison McDonald · Lucy Qin · Elissa Redmiles |
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Workshop
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Self-Supervised Pretext Tasks for Event Sequence Data from Detecting Misalignment Yimu Wang · He Zhao · Ruizhi Deng · Fred Tung · Greg Mori |
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Workshop
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Sat 17:27 |
Beyond Internal Data: Constructing Complete Datasets for Fairness Testing Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber |
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Workshop
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Beyond Internal Data: Constructing Complete Datasets for Fairness Testing Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber |
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Workshop
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Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data Xinyi Wang · Antonis Antoniades · Yanai Elazar · Alfonso Amayuelas · Alon Albalak · Kexun Zhang · William Yang Wang |
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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 |