A Unified MRC Framework for Named Entity Recognition

25 October 2019

Jiwei Li

Papers citing "A Unified MRC Framework for Named Entity Recognition"

50 / 222 papers shown

Title
DiffusionNER: Boundary Diffusion for Named Entity Recognition Yongliang Shen Kaitao Song Xuejiao Tan Dongsheng Li Weiming Lu Yueting Zhuang DiffM 53 33 0 22 May 2023
Should We Attend More or Less? Modulating Attention for Fairness A. Zayed Gonçalo Mordido Samira Shabanian Sarath Chandar 37 10 0 22 May 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 57 1 0 21 May 2023
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search Mozhi Zhang Hang Yan Yaqian Zhou Xipeng Qiu 23 10 0 20 May 2023
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes Surabhi Datta Tasneem Kaochar Hio-Cheng Lam Nelly Nwosu Luca Giancardo A. Chuang R. Feldman Kirk Roberts 22 25 0 19 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 34 7 0 19 May 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua Wu Boxi Cao Xianpei Han Le Sun NAI 49 19 0 18 May 2023
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective Ping Yang Junyu Lu Ruyi Gan Junjie Wang Yuxiang Zhang Jiaxing Zhang Pingjian Zhang 15 11 0 17 May 2023
Easy-to-Hard Learning for Information Extraction Chang Gao Wenxuan Zhang Wai Lam Lidong Bing SyDa 32 11 0 16 May 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) B. Fetahu Sudipta Kar Zhiyu Zoey Chen Oleg Rokhlenko S. Malmasi 43 56 0 11 May 2023
NER-to-MRC: Named-Entity Recognition Completely Solving as Machine Reading Comprehension Yuxiang Zhang Junjie Wang Xinyu Zhu Tetsuya Sakai Hayato Yamana 27 2 0 06 May 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling approaches for NER Harsh Verma S. Bergler 17 3 0 05 May 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 27 158 0 23 Apr 2023
Information Extraction from Documents: Question Answering vs Token Classification in real-world setups Laurent Lam Pirashanth Ratnamogan Joel Tang William Vanhuffel Fabien Caspani 14 0 0 21 Apr 2023
GPT-NER: Named Entity Recognition via Large Language Models Shuhe Wang Xiaofei Sun Xiaoya Li Rongbin Ouyang Fei Wu Tianwei Zhang Jiwei Li Guoyin Wang 23 179 0 20 Apr 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang Hao Fei Tat-Seng Chua 26 76 0 13 Apr 2023
Multi-task Transformer with Relation-attention and Type-attention for Named Entity Recognition Ying Mo Hongyin Tang Jiahao Liu Qifan Wang Zenglin Xu Jingang Wang Wei Wu Zhoujun Li 21 6 0 20 Mar 2023
Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension C.A.I. Peng Xi Yang Zehao Yu Jiang Bian W. Hogan Yonghui Wu 124 23 0 14 Mar 2023
Uncertainty-aware Self-training for Low-resource Neural Sequence Labeling Jiadong Wang Chengyu Wang Jun Huang Ming Gao Aoying Zhou BDL UQLM NoLa 45 4 0 17 Feb 2023
A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends Xiaoye Qu Yingjie Gu Qingrong Xia Zechang Li Zhefeng Wang Baoxing Huai 33 17 0 07 Feb 2023
Universal Information Extraction as Unified Semantic Matching Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua Wu 28 69 0 09 Jan 2023
Emotion-Cause Pair Extraction as Question Answering Huu-Hiep Nguyen Minh-Tien Nguyen 56 5 0 05 Jan 2023
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble Xiaoye Qu Jun Zeng Daizong Liu Zhefeng Wang Baoxing Huai Pan Zhou 35 22 0 13 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 27 2 0 09 Dec 2022
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 27 9 0 05 Dec 2022
Few-Shot Nested Named Entity Recognition Hong Ming Jiaoyun Yang Lili Jiang Yan Pan Ning An 27 10 0 02 Dec 2022
Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging Li Yuan Yi Cai Yufei Guo Qing Li 31 51 0 28 Nov 2022
MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding Meihuizi Jia Lei Shen Xin Shen L. Liao Meng Chen Xiaodong He Zhen-Heng Chen Jiaqi Li 40 41 0 27 Nov 2022
Mulco: Recognizing Chinese Nested Named Entities Through Multiple Scopes Jiuding Yang Jinwen Luo Weidong Guo Jerry Chen Di Niu Yu-Syuan Xu 11 0 0 20 Nov 2022
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition Jiali Zeng Yu Jiang Yongjing Yin Xu Wang Binghuai Lin Yunbo Cao 12 2 0 15 Nov 2022
Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF Jun Jiang Mingyue Cheng Qi Liu Zhi Li Enhong Chen 12 1 0 09 Nov 2022
Query-based Instance Discrimination Network for Relational Triple Extraction Zeqi Tan Yongliang Shen Xuming Hu Wenqi Zhang Xiaoxia Cheng Weiming Lu Yueting Zhuang ISeg 33 9 0 03 Nov 2022
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags Jiang-Dong Liu Donghong Ji Jingye Li Dongdong Xie Chong Teng Liang Zhao Fei Li 27 15 0 01 Nov 2022
Recognizing Nested Entities from Flat Supervision: A New NER Subtask, Feasibility and Challenges Enwei Zhu Yiyang Liu Ming Jin Jinpeng Li 45 1 0 01 Nov 2022
NEREL-BIO: A Dataset of Biomedical Abstracts Annotated with Nested Named Entities Natalia Loukachevitch S. Manandhar Elina Baral I. Rozhkov Pavel Braslavski V. Ivanov Tatiana Batura E. Tutubalina 21 10 0 21 Oct 2022
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks Xuming Hu Yong-jia Jiang Aiwei Liu Zhongqiang Huang Pengjun Xie Fei Huang Lijie Wen Philip S. Yu 44 13 0 19 Oct 2022
End-to-End Entity Detection with Proposer and Regressor Xueru Wen Changjian Zhou Haotian Tang Luguang Liang Yu-Gang Jiang Hong Qi 3DV 29 1 0 19 Oct 2022
Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition Xueru Wen Changjiang Zhou Haotian Tang Luguang Liang Yu-Gang Jiang Hong Qi 33 0 0 19 Oct 2022
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 34 9 0 17 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 30 2 0 14 Oct 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Jian Yang Shaohan Huang Shuming Ma Yuwei Yin Li Dong Dongdong Zhang Hongcheng Guo Zhoujun Li Furu Wei 41 24 0 13 Oct 2022
An Empirical Study on Finding Spans Weiwei Gu Boyuan Zheng Yunmo Chen Tongfei Chen Benjamin Van Durme 27 4 0 13 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang W. Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 22 16 0 12 Oct 2022
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition Zeng Yang Linhai Zhang Deyu Zhou 41 4 0 11 Oct 2022
Deep Span Representations for Named Entity Recognition Enwei Zhu Yiyang Liu Jinpeng Li 18 9 0 09 Oct 2022
A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction Changzhi Zhou Dandan Song Jing Xu Zhijing Wu 32 11 0 16 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 33 47 0 30 Aug 2022
Domain-Specific NER via Retrieving Correlated Samples Xin Zhang Yong-jia Jiang Xiaobin Wang Xuming Hu Yueheng Sun Pengjun Xie Meishan Zhang 36 14 0 27 Aug 2022
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition Hang Yan Yu Sun Xiaonan Li Xipeng Qiu 30 28 0 09 Aug 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022