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
Rethinking Negative Sampling for Handling Missing Entity Annotations Yangming Li Lemao Liu Shuming Shi 24 13 0 26 Aug 2021
A New Entity Extraction Method Based on Machine Reading Comprehension Xiaobo Jiang Kun He J. He Guan Yan 16 6 0 14 Aug 2021
How Optimal is Greedy Decoding for Extractive Question Answering? Or Castel Ori Ram Avia Efrat Omer Levy 39 3 0 12 Aug 2021
An Intelligent Recommendation-cum-Reminder System Rohan Saxena Maheep Chaudhary Chandresh Kumar Maurya Shitala Prasad 8 0 0 09 Aug 2021
SeqScore: Addressing Barriers to Reproducible Named Entity Recognition Evaluation Chester Palen-Michel Nolan Holley Constantine Lignos 27 12 0 29 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 52 3,838 0 28 Jul 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 39 42 0 24 Jul 2021
Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition Ying Zhang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 30 10 0 22 Jul 2021
A Dialogue-based Information Extraction System for Medical Insurance Assessment Shuang Peng Mengdi Zhou Minghui Yang Haitao Mi Shaosheng Cao Zujie Wen Teng Xu Hongbin Wang Lei Liu 26 4 0 13 Jul 2021
A Survey on Deep Learning Event Extraction: Approaches and Applications Qian Li Jianxin Li Shuaiyi Nie Shiyao Cui Jia Wu ... Hao Peng Shu Guo Lihong Wang Amin Beheshti Philip S. Yu 37 45 0 05 Jul 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information Zijun Sun Xiaoya Li Xiaofei Sun Yuxian Meng Xiang Ao Qing He Fei Wu Jiwei Li SSeg 57 183 0 30 Jun 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li Zhichao Lin Meishan Zhang Donghong Ji 16 92 0 28 Jun 2021
Nested and Balanced Entity Recognition using Multi-Task Learning Andreas Waldis Luca Mazzola 15 1 0 11 Jun 2021
Empowering Language Understanding with Counterfactual Reasoning Fuli Feng Jizhi Zhang Xiangnan He Hanwang Zhang Tat-Seng Chua LRM 21 33 0 06 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng-Wei Zhang Xipeng Qiu 34 288 0 02 Jun 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 75 6 0 02 Jun 2021
SpanNER: Named Entity Re-/Recognition as Span Prediction Jinlan Fu Xuanjing Huang Pengfei Liu 9 99 0 01 Jun 2021
THG: Transformer with Hyperbolic Geometry Zhe Liu Yibin Xu ViT 12 1 0 01 Jun 2021
DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction Dejie Chang Mosha Chen Chao-Lin Liu Liping Liu Dongdong Li ... Bangchang Liu Xiao Luo Ji Qi Qiao Jin Bin Xu 16 16 0 31 May 2021
A Sequence-to-Set Network for Nested Named Entity Recognition Zeqi Tan Yongliang Shen Shuai Zhang Weiming Lu Yueting Zhuang BDL 11 78 0 19 May 2021
Dependency Parsing as MRC-based Span-Span Prediction Leilei Gan Yuxian Meng Kun Kuang Xiaofei Sun Chun Fan Fei Wu Jiwei Li 40 21 0 17 May 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 13 229 0 16 May 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition Yongliang Shen Xinyin Ma Zeqi Tan Shuai Zhang Wen Wang Weiming Lu 19 174 0 14 May 2021
Better than BERT but Worse than Baseline Boxiang Liu Jiaji Huang Xingyu Cai Kenneth Ward Church 25 3 0 12 May 2021
Teaching a Massive Open Online Course on Natural Language Processing Ekaterina Artemova M. Apishev V. Sarkisyan Sergey Aksenov D. Kirjanov O. Serikov VLM 11 4 0 26 Apr 2021
Sequence tagging for biomedical extractive question answering Wonjin Yoon Richard Jackson Aron Lagerberg Jaewoo Kang MedIm 10 26 0 15 Apr 2021
Better Feature Integration for Named Entity Recognition Lu Xu Zhanming Jie Wei Lu Lidong Bing 24 37 0 12 Apr 2021
Larger-Context Tagging: When and Why Does It Work? Jinlan Fu Liangjing Feng Qi Zhang Xuanjing Huang Pengfei Liu 9 5 0 09 Apr 2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling Harshil Shah Tim Z. Xiao David Barber 19 4 0 30 Mar 2021
Masked Conditional Random Fields for Sequence Labeling Tianwen Wei Jianwei Qi Shenghuang He Songtao Sun 22 18 0 19 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 24 176 0 13 Mar 2021
Named Entity Recognition in the Style of Object Detection Bing Li 6 4 0 26 Jan 2021
Structured Prediction as Translation between Augmented Natural Languages Giovanni Paolini Ben Athiwaratkun Jason Krone Jie Ma Alessandro Achille Rishita Anubhai Cicero Nogueira dos Santos Bing Xiang Stefano Soatto 22 284 0 14 Jan 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking Yingjie Gu Xiaoye Qu Zhefeng Wang Baoxing Huai Nicholas Jing Yuan Xiaolin Gui 24 29 0 07 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 115 29 0 02 Jan 2021
Improving BERT with Syntax-aware Local Attention Zhongli Li Qingyu Zhou Chao Li Ke Xu Yunbo Cao 61 44 0 30 Dec 2020
Recognizing Emotion Cause in Conversations Soujanya Poria Navonil Majumder Devamanyu Hazarika Deepanway Ghosal Rishabh Bhardwaj ... Romila Ghosh Abhinaba Roy Niyati Chhaya Alexander Gelbukh Rada Mihalcea 43 124 0 22 Dec 2020
Named Entity Recognition in the Legal Domain using a Pointer Generator Network Stavroula Skylaki Ali Oskooei Omar Bari N. Herger Zac Kriegman AILaw 30 12 0 17 Dec 2020
Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu Chuanqi Tan Mosha Chen Songfang Huang Fei Huang 80 48 0 15 Dec 2020
Writing Polishment with Simile: Task, Dataset and A Neural Approach Jiayi Zhang Zhi Cui Xiaoqiang Xia Yalong Guo Yanran Li Chen Wei Jianwei Cui 20 17 0 15 Dec 2020
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition Yangming Li Lemao Liu Shuming Shi 14 67 0 10 Dec 2020
Segmenting Natural Language Sentences via Lexical Unit Analysis Yangming Li Lemao Liu Shuming Shi 25 5 0 10 Dec 2020
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension Lingyong Yan Xianpei Han Le Sun Liu Fangchao Ning Bian 29 2 0 08 Dec 2020
Self-Explaining Structures Improve NLP Models Zijun Sun Chun Fan Qinghong Han Xiaofei Sun Yuxian Meng Fei Wu Jiwei Li MILM XAI LRM FAtt 43 38 0 03 Dec 2020
A Boundary Regression Model for Nested Named Entity Recognition Yanping Chen Lefei Wu Q. Zheng Ruizhang Huang Xiaozhong Liu Liyuan Deng Junhui Yu Yongbin Qing B. Dong Ping Chen 23 16 0 29 Nov 2020
Domain-Transferable Method for Named Entity Recognition Task Vladislav Mikhailov Tatiana Shavrina 6 2 0 24 Nov 2020
Interpretable Multi-dataset Evaluation for Named Entity Recognition Jinlan Fu Pengfei Liu Graham Neubig 19 44 0 13 Nov 2020
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Zhiyong He Zanbo Wang Wei Wei Shanshan Feng Xian-Ling Mao Sheng Jiang VLM 36 28 0 13 Nov 2020
CalibreNet: Calibration Networks for Multilingual Sequence Labeling Shining Liang Linjun Shou J. Pei Ming Gong Wanli Zuo Daxin Jiang 21 8 0 11 Nov 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models Abhinav Singh Patrick Xia Guanghui Qin M. Yarmohammadi Benjamin Van Durme SyDa 15 2 0 28 Oct 2020