Výsledky vyhledávání - "Jiang, Hongfei"

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Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models

Autor: Xiong, Guanming, Bao, Junwei, Jiang, Hongfei, Song, Yang, Zhao, Wen

This study explores text-to-SQL parsing by leveraging the powerful reasoning capabilities of large language models (LLMs). Despite recent advancements, existing LLM-based methods have not adequately addressed scalability, leading to inefficiencies wh

Externí odkaz: http://arxiv.org/abs/2408.11062

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A large calcium-imaging dataset reveals a systematic V4 organization for natural scenes

Autor: Wang, Tianye, Yao, Haoxuan, Lee, Tai Sing, Hong, Jiayi, Li, Yang, Jiang, Hongfei, Andolina, Ian Max, Tang, Shiming

The visual system evolved to process natural scenes, yet most of our understanding of the topology and function of visual cortex derives from studies using artificial stimuli. To gain deeper insights into visual processing of natural scenes, we utili

Externí odkaz: http://arxiv.org/abs/2307.00932

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Uncertainty Sentence Sampling by Virtual Adversarial Perturbation

Autor: Zhang, Hanshan, Zhang, Zhen, Jiang, Hongfei, Song, Yang

Active learning for sentence understanding attempts to reduce the annotation cost by identifying the most informative examples. Common methods for active learning use either uncertainty or diversity sampling in the pool-based scenario. In this work,

Externí odkaz: http://arxiv.org/abs/2210.14576

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