Search Results for author: Wandi Xu

Found 4 papers, 0 papers with code

A Three-step Method for Multi-Hop Inference Explanation Regeneration

no code implementations NAACL (TextGraphs) 2021 Yuejia Xiang, Yunyan Zhang, Xiaoming Shi, Bo Liu, Wandi Xu, Xi Chen

Then, a selection module is employed to choose those most relative facts in an autoregressive manner, giving a preliminary order for the retrieved facts.

Explanation Generation Re-Ranking

Noise Learning for Text Classification: A Benchmark

no code implementations COLING 2022 Bo Liu, Wandi Xu, Yuejia Xiang, XiaoJun Wu, Lejian He, BoWen Zhang, Li Zhu

However, we find that noise learning in text classification is relatively underdeveloped: 1. many methods that have been proven effective in the image domain are not explored in text classification, 2. it is difficult to conduct a fair comparison between previous studies as they do experiments in different noise settings.

text-classification Text Classification

Linear Noise Approximation Assisted Bayesian Inference on Mechanistic Model of Partially Observed Stochastic Reaction Network

no code implementations5 May 2024 Wandi Xu, Wei Xie

To support mechanism online learning and facilitate digital twin development for biomanufacturing processes, this paper develops an efficient Bayesian inference approach for partially observed enzymatic stochastic reaction network (SRN), a fundamental building block of multi-scale bioprocess mechanistic model.

Bayesian Inference

Structure-Function Dynamics Hybrid Modeling: RNA Degradation

no code implementations6 May 2023 Hua Zheng, Wei Xie, Paul Whitford, Ailun Wang, Chunsheng Fang, Wandi Xu

RNA structure and functional dynamics play fundamental roles in controlling biological systems.

Drug Discovery

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