Search Results for author: Yukai Miao

Found 4 papers, 2 papers with code

Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback

no code implementations21 Jun 2024 Yu Bai, Yukai Miao, Li Chen, Dawei Wang, Dan Li, Yanyu Ren, Hongtao Xie, Ce Yang, Xuhui Cai

To address this task, we propose Pistis-RAG, a new RAG framework designed with a content-centric approach to better align LLMs with human preferences.

Information Retrieval Learning-To-Rank +3

BClean: A Bayesian Data Cleaning System

1 code implementation11 Nov 2023 Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao

By evaluating on both real-world and synthetic datasets, we demonstrate that BClean is capable of achieving an F-measure of up to 0. 9 in data cleaning, outperforming existing Bayesian methods by 2% and other data cleaning methods by 15%.

Bayesian Inference graph partitioning

A Recurrent Model for Collective Entity Linking with Adaptive Features

1 code implementation AAAI 2020 Xiaoling Zhou, Yukai Miao, Wei Wang, Jianbin Qin

Traditional machine learning based methods for NED were outperformed and made obsolete by the state-of-the-art deep learning based models.

Deep Learning Entity Disambiguation +2

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