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Pseudo Siamese Network for Few-shot Intent Generation


May 03, 2021
Congying Xia, Caiming Xiong, Philip Yu

* 5 pages, accepted to SIGIR2021 

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Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System


Apr 24, 2021
Congying Xia, Wenpeng Yin, Yihao Feng, Philip Yu

* 10 pages, accepted to NAACL 2021 

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Composed Variational Natural Language Generation for Few-shot Intents


Sep 21, 2020
Congying Xia, Caiming Xiong, Philip Yu, Richard Socher

* 10 pages, accepted to Findings of EMNLP 2020 

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Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge


Jul 31, 2020
He Huang, Yuanwei Chen, Wei Tang, Wenhao Zheng, Qing-Guo Chen, Yao Hu, Philip Yu


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CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection


Apr 04, 2020
Congying Xia, Chenwei Zhang, Hoang Nguyen, Jiawei Zhang, Philip Yu

* 11 pages, 4 figures 

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MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing


Apr 02, 2020
Tao Zhang, Congying Xia, Chun-Ta Lu, Philip Yu

* 9 pages 

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Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT


Feb 27, 2020
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip Yu, Caiming Xiong


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Multi-Grained Named Entity Recognition


Jun 20, 2019
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

* In ACL 2019 as a long paper 

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