Efficient Retrieval of Influential LLM Training Examples

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The Agentic Data Science Multiverse

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Power and Limitations of Aggregation in Compound AI Systems

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Incentivizing Truthful Data Sharing in Collaborative Machine Learning and Data Marketplaces

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Spotlight Talks

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Proper Scoring Rules for Text and Super-alignment

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Preference Alignment from Choices and Response Times

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Increasing Participant Agency by Understanding the Impact of Training Data

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One AI, two AI, red AI, blue AI: Impacts of Aggregation on Model Diversity and Consumer Utility

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Peer-Predictive Self-Training for Language Model Reasoning

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