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    Compound AI

    Building a blueprint architecture of compound AI systems
    Building a blueprint architecture of compound AI systems

    Data AI Symbiosis

    Conducting research at the intersection of data management & AI
    Conducting research at the intersection of data management & AI

    Human Centered AI

    Redefining how humans and AI systems work together
    Redefining how humans and AI systems work together

    Publications

    Pushing the boundaries of what’s possible in AI
    Pushing the boundaries of what’s possible in AI

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    Harnessing the potential of LLMs while addressing limitations
    Harnessing the potential of LLMs while addressing limitations
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    Open-source tools, libraries, and systems for the tech community

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    Learn who we are and what drives our team
    Learn who we are and what drives our team

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    Behind every innovation is a passionate team

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Conference Year: 2024

Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models

Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions

XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates

Fairness-aware Data Preparation for Entity Matching

Human-LLM Collaborative Annotation Through Effective Verification of LLM Labels

Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation

Investigation of Simple-but-Effective Architecture for Long-form Text Matching with Transformers

MEGAnno+: A Human-LLM Collaborative Annotation System

AmbigNLG:自然言語生成のための指示テキストの曖昧性解消

AdaorBert:検索における文埋め込み計算手法の比較研究

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