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A Robust Contrastive Alignment Method For Multi-Domain Text Classification


Apr 26, 2022
Xuefeng Li , Hao Lei , Liwen Wang , Guanting Dong , Jinzheng Zhao , Jiachi Liu , Weiran Xu , Chunyun Zhang

* Accepted by ICASSP 2022 

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InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER


Mar 08, 2022
Liwen Wang , Rumei Li , Yang Yan , Yuanmeng Yan , Sirui Wang , Wei Wu , Weiran Xu

* Work in progress 

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Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling


Oct 07, 2021
Liwen Wang , Xuefeng Li , Jiachi Liu , Keqing He , Yuanmeng Yan , Weiran Xu

* Accepted by EMNLP 2021 

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Lamarckism and mechanism synthesis: approaching constrained optimization with ideas from biology


Sep 30, 2011
Wei Zhang , Xudong Shi , Liwen Wang

* It have 36 pages, including 7 figures and 7 tables posted in single paper 

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