EfficientRAG: Efficient Retriever for Multi-Hop Question Answering

Kavli Affiliate: Jia Liu | First 5 Authors: Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu | Summary: Retrieval-augmented generation (RAG) methods encounter difficulties when addressing complex questions like multi-hop queries. While iterative retrieval methods improve performance by gathering additional information, current approaches often rely on multiple calls of large language models (LLMs). […]


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Capturing Nonlinear Electron Dynamics with Fully Characterised Attosecond X-ray Pulses

Kavli Affiliate: Jia Liu | First 5 Authors: Lars Funke, Markus Ilchen, Kristina Dingel, Tommaso Mazza, Terence Mullins | Summary: Attosecond X-ray pulses are the key to studying electron dynamics at their natural time scale involving specific electronic states. They are promising to build the conceptual bridge between physical and chemical photo-reaction processes. Free-electron lasers […]


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Capturing Nonlinear Electron Dynamics with Fully Characterised Attosecond X-ray Pulses

Kavli Affiliate: Jia Liu | First 5 Authors: Lars Funke, Markus Ilchen, Kristina Dingel, Tommaso Mazza, Terence Mullins | Summary: Attosecond X-ray pulses are the key to studying electron dynamics at their natural timescale in specifically targeted electronic states. They promise to build the conceptual bridge between physical and chemical photo-reaction processes. Free-electron lasers (FELs) […]


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CARE: A Clue-guided Assistant for CSRs to Read User Manuals

Kavli Affiliate: Jia Liu | First 5 Authors: Weihong Du, Jia Liu, Zujie Wen, Dingnan Jin, Hongru Liang | Summary: It is time-saving to build a reading assistant for customer service representations (CSRs) when reading user manuals, especially information-rich ones. Current solutions don’t fit the online custom service scenarios well due to the lack of […]


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Notes on Characterizations of 2d Rational SCFTs: Algebraicity, Mirror Symmetry and Complex Multiplication

Kavli Affiliate: Taizan Watari | First 5 Authors: Abhiram Kidambi, Masaki Okada, Taizan Watari, , | Summary: These notes combine results from two papers by the present authors viz., Part I (arXiv:2205.10299) and Part II (arXiv:2212.13028) into one streamlined version for better readability, along with a review on theory of complex multiplication for non-singular complex […]


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Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics

Kavli Affiliate: Hitoshi Murayama | First 5 Authors: Shoji Asai, Amalia Ballarino, Tulika Bose, Kyle Cranmer, Francis-Yan Cyr-Racine | Summary: This is the report from the 2023 Particle Physics Project Prioritization Panel (P5) approved by High Energy Physics Advisory Panel (HEPAP) on December 8, 2023. The final version was made public on May 8, 2024 […]


Continue.. Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics

Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics

Kavli Affiliate: Hitoshi Murayama | First 5 Authors: Shoji Asai, Amalia Ballarino, Tulika Bose, Kyle Cranmer, Francis-Yan Cyr-Racine | Summary: This is the report from the 2023 Particle Physics Project Prioritization Panel (P5) approved by High Energy Physics Advisory Panel (HEPAP) on December 8, 2023. The final version was made public on May 8, 2024 […]


Continue.. Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics

Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics

Kavli Affiliate: Hitoshi Murayama | First 5 Authors: Shoji Asai, Amalia Ballarino, Tulika Bose, Kyle Cranmer, Francis-Yan Cyr-Racine | Summary: This is the report from the 2023 Particle Physics Project Prioritization Panel (P5) approved by High Energy Physics Advisory Panel (HEPAP) on December 8, 2023. The final version was made public on May 8, 2024 […]


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The HalfDome Multi-Survey Cosmological Simulations: N-body Simulations

Kavli Affiliate: Jia Liu | First 5 Authors: Adrian E. Bayer, Yici Zhong, Zack Li, Joseph DeRose, Yu Feng | Summary: Upcoming cosmological surveys have the potential to reach groundbreaking discoveries on multiple fronts, including the neutrino mass, dark energy, and inflation. Most of the key science goals require the joint analysis of datasets from […]


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