A Unified Generative Framework for Various NER Subtasks

2 June 2021

Qipeng Guo

Xipeng Qiu

Papers citing "A Unified Generative Framework for Various NER Subtasks"

30 / 130 papers shown

Title
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 217 66 0 21 May 2022
Hero-Gang Neural Model For Named Entity Recognition Jinpeng Hu Yaling Shen Yang Liu Xiang Wan Tsung-Hui Chang 17 14 0 15 May 2022
Nested Named Entity Recognition as Holistic Structure Parsing Yifei Yang Z. Li Hai Zhao 25 0 0 17 Apr 2022
Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task Weichao Gan Yuan-Chun Lin Guang-Zhu Yu Guimin Chen Qian Ye 17 5 0 14 Apr 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu T. Zhao Chin-Yew Lin 28 58 0 12 Apr 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective Xiao Wang Shihan Dou Li Xiong Yicheng Zou Qi Zhang Tao Gui Liang Qiao Zhanzhan Cheng Xuanjing Huang 11 26 0 09 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 24 123 0 08 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo-wen Li Wanxiang Che BDL 19 21 0 02 Apr 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 30 44 0 23 Mar 2022
Parallel Instance Query Network for Named Entity Recognition Yongliang Shen Xiaobin Wang Zeqi Tan Guangwei Xu Pengjun Xie Fei Huang Weiming Lu Y. Zhuang 11 57 0 20 Mar 2022
BIOS: An Algorithmically Generated Biomedical Knowledge Graph Sheng Yu Zheng Yuan Jun Xia Shengxuan Luo Huaiyuan Ying ... Yucong Lin K. Lu Jing Wang Yutao Xie H. Shum 13 16 0 18 Mar 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction Kuan-Hao Huang I-Hung Hsu Premkumar Natarajan Kai-Wei Chang Nanyun Peng 35 65 0 15 Mar 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing Chao Lou Songlin Yang Kewei Tu 30 37 0 09 Mar 2022
InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER Liwen Wang Rumei Li Yang Yan Yuanmeng Yan Sirui Wang Wei Yu Wu Weiran Xu 14 51 0 08 Mar 2022
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents Ramon Pires Fábio Souza G. Rosa R. Lotufo Rodrigo Nogueira 19 4 0 14 Jan 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Feiyu Xiong Fei Huang Guozhou Zheng Huajun Chen VLM HAI 35 42 0 10 Jan 2022
Unified Named Entity Recognition as Word-Word Relation Classification Jingye Li Hao Fei Jiang-Dong Liu Shengqiong Wu Meishan Zhang Chong Teng Donghong Ji Fei Li 39 242 0 19 Dec 2021
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 11 67 0 16 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 74 1,030 0 01 Nov 2021
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition Zheng Yuan Chuanqi Tan Songfang Huang Fei Huang 52 46 0 14 Oct 2021
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models Xin Zhou Ruotian Ma Tao Gui Y. Tan Qi Zhang Xuanjing Huang VLM 18 5 0 14 Oct 2021
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks Songlin Yang Kewei Tu 43 45 0 11 Oct 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 124 82 0 26 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 138 106 0 13 Sep 2021
ELIT: Emory Language and Information Toolkit Han He Liyan Xu Jinho D. Choi 31 4 0 08 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 24 54 0 06 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 34 65 0 31 Aug 2021
Exploiting Global Contextual Information for Document-level Named Entity Recognition Zanbo Wang Wei Wei Xian-Ling Mao Shanshan Feng Pan Zhou Zhiyong He Sheng Jiang 67 6 0 02 Jun 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015