Zobrazeno 1 - 10
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pro vyhledávání: '"Chen, Xiaoyang"'
Autor:
Wang, Tianshu, Chen, Xiaoyang, Lin, Hongyu, Chen, Xuanang, Han, Xianpei, Wang, Hao, Zeng, Zhenyu, Sun, Le
Entity matching (EM) is a critical step in entity resolution (ER). Recently, entity matching based on large language models (LLMs) has shown great promise. However, current LLM-based entity matching approaches typically follow a binary matching parad
Externí odkaz:
http://arxiv.org/abs/2405.16884
Current methods for developing foundation models in medical image segmentation rely on two primary assumptions: a fixed set of classes and the immediate availability of a substantial and diverse training dataset. However, this can be impractical due
Externí odkaz:
http://arxiv.org/abs/2405.16328
Blocking is a critical step in entity resolution, and the emergence of neural network-based representation models has led to the development of dense blocking as a promising approach for exploring deep semantics in blocking. However, previous advance
Externí odkaz:
http://arxiv.org/abs/2404.14831
Autor:
Chen, Xiaoyang, He, Ben, Lin, Hongyu, Han, Xianpei, Wang, Tianshu, Cao, Boxi, Sun, Le, Sun, Yingfei
The practice of Retrieval-Augmented Generation (RAG), which integrates Large Language Models (LLMs) with retrieval systems, has become increasingly prevalent. However, the repercussions of LLM-derived content infiltrating the web and influencing the
Externí odkaz:
http://arxiv.org/abs/2404.10496
Autor:
Chen, Xiaoyang, Choi, Jaewon, Jiang, Zhicheng, Mei, Jiong, Jiang, Kun, Li, Jie, Agrestini, Stefano, Garcia-Fernandez, Mirian, Huang, Xing, Sun, Hualei, Shen, Dawei, Wang, Meng, Hu, Jiangping, Lu, Yi, Zhou, Ke-Jin, Feng, Donglai
The striking discovery of high-temperature superconductivity (HTSC) of 80 K in a bilayer nickelate La$_3$Ni$_2$O$_7$ under a moderately high pressure of about 14 GPa ignited a new wave of studying HTSC in nickelates. The properties of the parental ph
Externí odkaz:
http://arxiv.org/abs/2401.12657
Cortical surface reconstruction (CSR) from MRI is key to investigating brain structure and function. While recent deep learning approaches have significantly improved the speed of CSR, a substantial amount of runtime is still needed to map the cortex
Externí odkaz:
http://arxiv.org/abs/2312.05986
Text-to-SQL simplifies database interactions by enabling non-experts to convert their natural language (NL) questions into Structured Query Language (SQL) queries. While recent advances in large language models (LLMs) have improved the zero-shot text
Externí odkaz:
http://arxiv.org/abs/2312.03463
Publikováno v:
CVPR2024
A versatile medical image segmentation model applicable to images acquired with diverse equipment and protocols can facilitate model deployment and maintenance. However, building such a model typically demands a large, diverse, and fully annotated da
Externí odkaz:
http://arxiv.org/abs/2311.10696
Dense retrieval has made significant advancements in information retrieval (IR) by achieving high levels of effectiveness while maintaining online efficiency during a single-pass retrieval process. However, the application of pseudo relevance feedbac
Externí odkaz:
http://arxiv.org/abs/2308.10191
The Differentiable Search Index (DSI) is a novel information retrieval (IR) framework that utilizes a differentiable function to generate a sorted list of document identifiers in response to a given query. However, due to the black-box nature of the
Externí odkaz:
http://arxiv.org/abs/2305.02073