Guidong Zheng — accepted AI-conference papers

2022

All Information is Valuable: Question Matching over Full Information Transmission Network

Le Qi, Yu Zhang, Qingyu Yin, Guidong Zheng, Wen Junjie, Jinlong Li +1

NAACL 2022findings

Question matching is the task of identifying whether two questions have the same intent. For better reasoning the relationship between questions, existing studies adopt multiple interaction modules and perform multi-round reasoning via deep neural networks. In this process, there are two kinds of cr…

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2022

Learning to Detect Noisy Labels Using Model-Based Features

Zhihao Wang, Zongyu Lin, Junjie Wen, Xianxin Chen, Peiqi Liu, Guidong Zheng +2

EMNLP 2022finding

Label noise is ubiquitous in various machine learning scenarios such as self-labeling with model predictions and erroneous data annotation. Many existing approaches are based on heuristics such as sample losses, which might not be flexible enough to achieve optimal solutions. Meta learning based met…

Cited by 6 Source ↗PDF ↗code ↗Scholar ↗