Search Results for author: Youcheng Huang

Found 3 papers, 1 papers with code

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition

no code implementations7 Nov 2022 Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv

Incorporating large-scale pre-trained models with the prototypical neural networks is a de-facto paradigm in few-shot named entity recognition.

named-entity-recognition Named Entity Recognition

TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

1 code implementation ACL 2021 Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua

In this work, we extract samples from real financial reports to build a new large-scale QA dataset containing both Tabular And Textual data, named TAT-QA, where numerical reasoning is usually required to infer the answer, such as addition, subtraction, multiplication, division, counting, comparison/sorting, and the compositions.

Question Answering

Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks

no code implementations27 Apr 2020 Youcheng Huang, Tangchen Wei, Jundong Zhou, Chunxin Yang

In this paper, we study how to solve these conflicts on generative models based on the conditional variational autoencoder(CVAE) model.

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