A Unified MRC Framework for Named Entity Recognition

25 October 2019

Jiwei Li

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

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Title
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction Keiji Shinzato Naoki Yoshinaga Yandi Xia Wei-Te Chen 20 23 0 28 Jun 2022
Template-based Approach to Zero-shot Intent Recognition Dmitry Lamanov Pavel Burnyshev Ekaterina Artemova Valentin Malykh A. Bout Irina Piontkovskaya 12 9 0 22 Jun 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick K. L. Ng Zhiguo Wang Bing Xiang 21 4 0 10 Jun 2022
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm Yuzhe Zhang Hong Zhang 48 27 0 31 May 2022
A Survey in Mathematical Language Processing Jordan Meadows André Freitas AIMat 27 15 0 30 May 2022
Jointly Learning Span Extraction and Sequence Labeling for Information Extraction from Business Documents Nguyen Hong Son Hieu M. Vu Tuan-Anh Dang Nguyen Minh Le Nguyen 32 5 0 26 May 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 170 335 0 25 May 2022
Asking the Right Questions in Low Resource Template Extraction Nils Holzenberger Yunmo Chen Benjamin Van Durme 41 4 0 25 May 2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition Zihan Wang Kewen Zhao Zilong Wang Jingbo Shang 46 6 0 24 May 2022
RuNNE-2022 Shared Task: Recognizing Nested Named Entities Ekaterina Artemova Maxim Zmeev Natalia Loukachevitch I. Rozhkov Tatiana Batura V. Ivanov E. Tutubalina 16 8 0 23 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 222 66 0 21 May 2022
Behind the Mask: Demographic bias in name detection for PII masking Courtney Mansfield Amandalynne Paullada Kristen Howell 8 10 0 09 May 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 26 13 0 04 May 2022
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition Shuhui Wu Yongliang Shen Zeqi Tan Weiming Lu 6 8 0 27 Apr 2022
Boundary Smoothing for Named Entity Recognition Enwei Zhu Jinpeng Li 19 74 0 26 Apr 2022
Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling Yukun Yan Sen Song 22 1 0 25 Apr 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting Linzhi Wu Pengjun Xie Jie Zhou Meishan Zhang Chunping Ma Guangwei Xu Min Zhang 35 21 0 25 Apr 2022
Nested Named Entity Recognition as Holistic Structure Parsing Yifei Yang Z. Li Hai Zhao 25 0 0 17 Apr 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu T. Zhao Chin-Yew Lin 30 58 0 12 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 33 17 0 06 Apr 2022
$k$ NN-NER: Named Entity Recognition with Nearest Neighbor Search Shuhe Wang Xiaoya Li Yuxian Meng Tianwei Zhang Rongbin Ouyang Jiwei Li Guoyin Wang 29 11 0 31 Mar 2022
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances Sreyan Ghosh Sonal Kumar Yaman Kumar Singla R. Shah S. Umesh 19 6 0 30 Mar 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 33 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 Yueting Zhuang 13 57 0 20 Mar 2022
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition Andy T. Liu Wei Xiao Henghui Zhu Dejiao Zhang Shang-Wen Li Andrew O. Arnold 14 26 0 03 Mar 2022
SemEval 2022 Task 12: Symlink- Linking Mathematical Symbols to their Descriptions Viet Dac Lai Amir Pouran Ben Veyseh Franck Dernoncourt Thien Huu Nguyen 23 18 0 19 Feb 2022
Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network An Wang Ao Liu Hieu Hanh Le H. Yokota 27 7 0 15 Feb 2022
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences H. Soltau Izhak Shafran Mingqiu Wang Laurent El Shafey AI4TS 14 2 0 08 Feb 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 42 243 0 19 Dec 2021
Simple Questions Generate Named Entity Recognition Datasets Hyunjae Kim J. Yoo Seunghyun Yoon Jinhyuk Lee Jaewoo Kang 30 7 0 16 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 22 37 0 01 Dec 2021
Action based Network for Conversation Question Reformulation Zheyu Ye Jiang Liu Qian Yu Jianxun Ju 24 0 0 29 Nov 2021
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model Hongjiang Jing Zuchao Li Hai Zhao Shu Jiang 25 25 0 18 Nov 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 83 1,035 0 01 Nov 2021
Enhanced Language Representation with Label Knowledge for Span Extraction Pan Yang Xin Cong Zhenyu Sun Xingwu Liu 22 28 0 01 Nov 2021
ICDM 2020 Knowledge Graph Contest: Consumer Event-Cause Extraction Congqing He Jie M. Zhang Xiangyu Zhu Huan Liu Yukun Huang 3DV 8 0 0 28 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 17 44 0 20 Oct 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
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding Sijia Wang Mo Yu Shiyu Chang Lichao Sun Lifu Huang 11 61 0 14 Oct 2021
EntQA: Entity Linking as Question Answering Wenzheng Zhang Wenyue Hua K. Stratos 21 48 0 05 Oct 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 126 82 0 26 Sep 2021
Language Model Priming for Cross-Lingual Event Extraction Steven Fincke Shantanu Agarwal Scott Miller Elizabeth Boschee 34 27 0 25 Sep 2021
An MRC Framework for Semantic Role Labeling Nan Wang Jiwei Li Yuxian Meng Xiaofei Sun Han Qiu Ziyao Wang Guoyin Wang Jun He 39 7 0 14 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 141 106 0 13 Sep 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework Yaqing Wang Haoda Chu Chao Zhang Jing Gao 33 38 0 11 Sep 2021
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder Elman Mansimov Yi Zhang 130 15 0 09 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 35 3,576 0 03 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
NEREL: A Russian Dataset with Nested Named Entities, Relations and Events Natalia Loukachevitch Ekaterina Artemova Tatiana Batura Pavel Braslavski Ilia Denisov V. Ivanov S. Manandhar Alexander Pugachev E. Tutubalina NAI 19 18 0 30 Aug 2021
Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition Elena V. Epure Romain Hennequin 12 14 0 26 Aug 2021