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Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing


Dec 18, 2022
Chengyue Jiang, Wenyang Hui, Yong Jiang, Xiaobin Wang, Pengjun Xie, Kewei Tu

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Joint Information Extraction with Cross-Task and Cross-Instance High-Order Modeling


Dec 17, 2022
Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu

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Named Entity and Relation Extraction with Multi-Modal Retrieval


Dec 03, 2022
Xinyu Wang, Jiong Cai, Yong Jiang, Pengjun Xie, Kewei Tu, Wei Lu

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* Findings of EMNLP 2022. Code is publicly available at http://github.com/modelscope/adaseq/examples/MoRe 

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Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field


Dec 03, 2022
Chengyue Jiang, Yong Jiang, Weiqi Wu, Pengjun Xie, Kewei Tu

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* 12 pages 

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Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs


May 01, 2022
Songlin Yang, Wei Liu, Kewei Tu

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* Accepted to NAACL 2022 

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Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference


Apr 07, 2022
Songlin Yang, Kewei Tu

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* 12 pages 

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Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing


Mar 09, 2022
Chao Lou, Songlin Yang, Kewei Tu

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* ACL 2022 camera ready 

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DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition


Mar 01, 2022
Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang

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* Our Knowledge-based NER system wins 10 out of 13 tracks in the SemEval-2022 MultiCoNER shared task 

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ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition


Dec 13, 2021
Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

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* 10 pages 

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Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks


Oct 11, 2021
Songlin Yang, Kewei Tu

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