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Searching for Optimal Subword Tokenization in Cross-domain NER


Jun 07, 2022
Ruotian Ma , Yiding Tan , Xin Zhou , Xuanting Chen , Di Liang , Sirui Wang , Wei Wu , Tao Gui , Qi Zhang

* IJCAI 2022 

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MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective


Apr 09, 2022
Xiao Wang , Shihan Dou , Limao Xiong , Yicheng Zou , Qi Zhang , Tao Gui , Liang Qiao , Zhanzhan Cheng , Xuanjing Huang


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Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents


Mar 06, 2022
Yicheng Zou , Hongwei Liu , Tao Gui , Junzhe Wang , Qi Zhang , Meng Tang , Haixiang Li , Daniel Wang

* Accepted by Findings of ACL 2022, 11 pages 

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Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models


Oct 14, 2021
Xin Zhou , Ruotian Ma , Tao Gui , Yiding Tan , Qi Zhang , Xuanjing Huang

* Work in Progress 

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Template-free Prompt Tuning for Few-shot NER


Sep 28, 2021
Ruotian Ma , Xin Zhou , Tao Gui , Yiding Tan , Qi Zhang , Xuanjing Huang

* Work in Progress 

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A Relation-Oriented Clustering Method for Open Relation Extraction


Sep 15, 2021
Jun Zhao , Tao Gui , Qi Zhang , Yaqian Zhou

* 12 pages, 6figures, emnlp2021 

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Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining


Sep 11, 2021
Yicheng Zou , Bolin Zhu , Xingwu Hu , Tao Gui , Qi Zhang

* Accepted by EMNLP 2021, 12 pages 

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Heterogeneous Graph Neural Networks for Keyphrase Generation


Sep 10, 2021
Jiacheng Ye , Ruijian Cai , Tao Gui , Qi Zhang

* Accepted by EMNLP 2021 

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SENT: Sentence-level Distant Relation Extraction via Negative Training


Jun 22, 2021
Ruotian Ma , Tao Gui , Linyang Li , Qi Zhang , Yaqian Zhou , Xuanjing Huang

* Accepted by ACL 2021 

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