Hero-Gang Neural Model For Named Entity Recognition

15 May 2022

Jinpeng Hu

Yaling Shen

Yang Liu

Xiang Wan

Tsung-Hui Chang

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Papers citing "Hero-Gang Neural Model For Named Entity Recognition"

36 / 36 papers shown

Title
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 131 182 0 15 Sep 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 76 296 0 02 Jun 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 59 147 0 08 May 2021
Improving Biomedical Pretrained Language Models with Knowledge Zheng Yuan Yijia Liu Chuanqi Tan Songfang Huang Fei Huang 47 92 0 21 Apr 2021
Better Feature Integration for Named Entity Recognition Lu Xu Zhanming Jie Wei Lu Lidong Bing 49 38 0 12 Apr 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 102 32 0 16 Feb 2021
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information Yuyang Nie Yuanhe Tian Yan Song Xiang Ao Xiang Wan NAI 43 70 0 29 Oct 2020
Named Entity Recognition for Social Media Texts with Semantic Augmentation Yuyang Nie Yuanhe Tian Xiang Wan Yan Song Bo Dai 58 73 0 29 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 95 669 0 02 Oct 2020
Improve Transformer Models with Better Relative Position Embeddings Zhiheng Huang Davis Liang Peng Xu Bing Xiang ViT 59 131 0 28 Sep 2020
ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition Jiuniu Wang Wenjia Xu Xingyu Fu Guangluan Xu Yirong Wu 34 57 0 02 Sep 2020
TENER: Adapting Transformer Encoder for Named Entity Recognition Hang Yan Bocao Deng Xiaonan Li Xipeng Qiu 46 274 0 10 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 82 129 0 06 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 639 24,431 0 26 Jul 2019
R-Transformer: Recurrent Neural Network Enhanced Transformer Z. Wang Yao Ma Zitao Liu Jiliang Tang ViT 62 106 0 12 Jul 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting Shiyang Li Xiaoyong Jin Yao Xuan Xiyou Zhou Wenhu Chen Yu Wang Xifeng Yan AI4TS 99 1,416 0 29 Jun 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,426 0 19 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 67 844 0 13 Jun 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 910 0 12 Jun 2019
Convolutional Self-Attention Networks Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 53 126 0 05 Apr 2019
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Yuying Zhu Guoxin Wang Börje F. Karlsson 70 118 0 03 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 132 2,969 0 26 Mar 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 156 5,648 0 25 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 232 3,728 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,770 0 11 Oct 2018
Classifying medical relations in clinical text via convolutional neural networks Bin He Y. Guan Rui Dai 36 66 0 17 May 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 174 2,289 0 06 Mar 2018
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning Xuan Wang Yu Zhang Xiang Ren Yuhao Zhang Marinka Zitnik Jingbo Shang C. Langlotz Jiawei Han 45 251 0 30 Jan 2018
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition Devendra Singh Sachan P. Xie Mrinmaya Sachan Eric Xing MedIm 57 56 0 21 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 698 131,526 0 12 Jun 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 221 4,012 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 92 2,653 0 04 Mar 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 89 1,898 0 26 Nov 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 177 4,025 0 09 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,344 0 03 Jun 2014