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Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

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Title
Graph-based Joint Pandemic Concern and Relation Extraction on Twitter Jingli Shi Weihua Li Sira Yongchareon Yi Yang Quan-wei Bai 36 8 0 18 Jun 2021
Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model Wenkai Zhang Hongyu Lin Xianpei Han Le Sun Huidan Liu Zhicheng Wei N. Yuan 78 13 0 17 Jun 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention Wenkai Zhang Hongyu Lin Xianpei Han Le Sun 94 44 0 17 Jun 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases Boxi Cao Hongyu Lin Xianpei Han Le Sun Lingyong Yan M. Liao Tong Xue Jin Xu 71 136 0 17 Jun 2021
PairConnect: A Compute-Efficient MLP Alternative to Attention Zhaozhuo Xu Minghao Yan Junyan Zhang Anshumali Shrivastava 48 1 0 15 Jun 2021
Constraining Linear-chain CRFs to Regular Languages Sean Papay Roman Klinger Sebastian Padó BDL 46 7 0 14 Jun 2021
Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021 Usama Yaseen Stefan Langer 31 13 0 10 Jun 2021
Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain C. V. Toledo F. V. Dijk Marco Spruit 24 3 0 04 Jun 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 95 355 0 03 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 92 298 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 158 6 0 02 Jun 2021
SpanNER: Named Entity Re-/Recognition as Span Prediction Jinlan Fu Xuanjing Huang Pengfei Liu 75 101 0 01 Jun 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition Xin Zhang Guangwei Xu Yueheng Sun Meishan Zhang Pengjun Xie 84 22 0 31 May 2021
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments Sreyan Ghosh Sonal Kumar 51 8 0 28 May 2021
Neural Entity Recognition with Gazetteer based Fusion Q. Sun Parminder Bhatia 121 8 0 27 May 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 72 39 0 25 May 2021
A Sequence-to-Set Network for Nested Named Entity Recognition Zeqi Tan Yongliang Shen Shuai Zhang Weiming Lu Yueting Zhuang BDL 73 82 0 19 May 2021
Parallel Attention Network with Sequence Matching for Video Grounding Hao Zhang Aixin Sun Wei Jing Liangli Zhen Qiufeng Wang Rick Siow Mong Goh 109 41 0 18 May 2021
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 56 7 0 16 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 110 239 0 16 May 2021
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter Wei Liu Xiyan Fu Yueqian Zhang Wenming Xiao 66 163 0 15 May 2021
DocReader: Bounding-Box Free Training of a Document Information Extraction Model S. Klaiman Marius Lehne 51 6 0 10 May 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 82 148 0 08 May 2021
Enriched Attention for Robust Relation Extraction Heike Adel Jannik Strötgen 37 3 0 22 Apr 2021
UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classification Son T. Luu Ngan Luu-Thuy Nguyen 102 9 0 20 Apr 2021
LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes Kartik Mehta I. Oprea Nikhil Rasiwasia 51 6 0 19 Apr 2021
Are Word Embedding Methods Stable and Should We Care About It? Angana Borah M. Barman Amit Awekar 24 12 0 17 Apr 2021
Neural String Edit Distance Jindrich Libovický Alexander Fraser 29 2 0 16 Apr 2021
Memorisation versus Generalisation in Pre-trained Language Models Michael Tänzer Sebastian Ruder Marek Rei 112 51 0 16 Apr 2021
Supervising Model Attention with Human Explanations for Robust Natural Language Inference Joe Stacey Yonatan Belinkov Marek Rei 75 47 0 16 Apr 2021
Regularization for Long Named Entity Recognition Minbyul Jeong Jaewoo Kang 89 4 0 15 Apr 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 68 551 0 14 Apr 2021
Better Feature Integration for Named Entity Recognition Lu Xu Zhanming Jie Wei Lu Lidong Bing 70 38 0 12 Apr 2021
Larger-Context Tagging: When and Why Does It Work? Jinlan Fu Liangjing Feng Qi Zhang Xuanjing Huang Pengfei Liu 57 5 0 09 Apr 2021
Noisy-Labeled NER with Confidence Estimation Kun Liu Yao Fu Chuanqi Tan Mosha Chen Ningyu Zhang Songfang Huang Sheng Gao NoLa 85 61 0 09 Apr 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research Shashank Shailabh Sajal Chaurasia Ashutosh Modi 40 3 0 04 Apr 2021
Medical Entity Disambiguation Using Graph Neural Networks Alina Vretinaris Chuan Lei Vasilis Efthymiou X. Qin Fatma Özcan 65 39 0 03 Apr 2021
Effect of depth order on iterative nested named entity recognition models Perceval Wajsburt Yoann Taillé Xavier Tannier 34 2 0 02 Apr 2021
Canonical and Surface Morphological Segmentation for Nguni Languages Tumi Moeng Sheldon Reay A. Daniels Jan Buys 70 22 0 01 Apr 2021
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction Marc Hübner Christoph Alt Robert Schwarzenberg Leonhard Hennig 142 1 0 31 Mar 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 62 52 0 31 Mar 2021
Spatial Dual-Modality Graph Reasoning for Key Information Extraction Hongbin Sun Zhanghui Kuang Xiaoyu Yue Chenhao Lin Wayne Zhang 86 38 0 26 Mar 2021
TMR: Evaluating NER Recall on Tough Mentions Jingxuan Tu Constantine Lignos 41 4 0 23 Mar 2021
MasakhaNER: Named Entity Recognition for African Languages David Ifeoluwa Adelani Jade Z. Abbott Graham Neubig Daniel D'souza Julia Kreutzer ... T. Diop A. Diallo Adewale Akinfaderin T. Marengereke Salomey Osei 109 195 0 22 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 133 236 0 17 Mar 2021
Active $^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation Rishi Hazra Parag Dutta Shubham Gupta Mohammed Abdul Qaathir Ambedkar Dukkipati VLM 59 9 0 11 Mar 2021
An empirical analysis of phrase-based and neural machine translation Hamidreza Ghader 45 1 0 04 Mar 2021
BERT-based knowledge extraction method of unstructured domain text Wang Zijia L. Ye Zhongkai Zhu 29 1 0 01 Mar 2021
PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning Nasi Jofche Kostadin Mishev Riste Stojanov Milos Jovanovik D. Trajanov 56 18 0 25 Feb 2021
ANEA: Distant Supervision for Low-Resource Named Entity Recognition Michael A. Hedderich Lukas Lange Dietrich Klakow 54 23 0 25 Feb 2021