Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

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Title
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention Wenkai Zhang Hongyu Lin Xianpei Han Le Sun 22 42 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 21 130 0 17 Jun 2021
PairConnect: A Compute-Efficient MLP Alternative to Attention Zhaozhuo Xu Minghao Yan Junyan Zhang Anshumali Shrivastava 44 1 0 15 Jun 2021
Constraining Linear-chain CRFs to Regular Languages Sean Papay Roman Klinger Sebastian Padó BDL 20 5 0 14 Jun 2021
Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021 Usama Yaseen Stefan Langer 13 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 11 3 0 04 Jun 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 20 346 0 03 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
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition Xin Zhang Guangwei Xu Yueheng Sun Meishan Zhang Pengjun Xie 11 20 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 33 8 0 28 May 2021
Neural Entity Recognition with Gazetteer based Fusion Q. Sun Parminder Bhatia 16 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 31 37 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 11 78 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 18 40 0 18 May 2021
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 28 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 13 229 0 16 May 2021
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter Wei Liu Xiyan Fu Yueqian Zhang Wenming Xiao 17 155 0 15 May 2021
DocReader: Bounding-Box Free Training of a Document Information Extraction Model S. Klaiman Marius Lehne 21 6 0 10 May 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 36 144 0 08 May 2021
Enriched Attention for Robust Relation Extraction Heike Adel Jannik Strötgen 16 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 34 8 0 20 Apr 2021
LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes Kartik Mehta I. Oprea Nikhil Rasiwasia 25 6 0 19 Apr 2021
Are Word Embedding Methods Stable and Should We Care About It? Angana Borah M. Barman Amit Awekar 11 11 0 17 Apr 2021
Neural String Edit Distance Jindrich Libovický Alexander Fraser 19 2 0 16 Apr 2021
Memorisation versus Generalisation in Pre-trained Language Models Michael Tänzer Sebastian Ruder Marek Rei 94 50 0 16 Apr 2021
Supervising Model Attention with Human Explanations for Robust Natural Language Inference Joe Stacey Yonatan Belinkov Marek Rei 30 45 0 16 Apr 2021
Regularization for Long Named Entity Recognition Minbyul Jeong Jaewoo Kang 49 4 0 15 Apr 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 9 533 0 14 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
Noisy-Labeled NER with Confidence Estimation Kun Liu Yao Fu Chuanqi Tan Mosha Chen Ningyu Zhang Songfang Huang Sheng Gao NoLa 35 60 0 09 Apr 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research Shashank Shailabh Sajal Chaurasia Ashutosh Modi 27 3 0 04 Apr 2021
Medical Entity Disambiguation Using Graph Neural Networks Alina Vretinaris Chuan Lei Vasilis Efthymiou X. Qin Fatma Özcan 30 36 0 03 Apr 2021
Effect of depth order on iterative nested named entity recognition models Perceval Wajsburt Yoann Taillé Xavier Tannier 16 2 0 02 Apr 2021
Canonical and Surface Morphological Segmentation for Nguni Languages Tumi Moeng Sheldon Reay A. Daniels Jan Buys 24 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 11 1 0 31 Mar 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 16 49 0 31 Mar 2021
Spatial Dual-Modality Graph Reasoning for Key Information Extraction Hongbin Sun Zhanghui Kuang Xiaoyu Yue Chenhao Lin Wayne Zhang 14 36 0 26 Mar 2021
TMR: Evaluating NER Recall on Tough Mentions Jingxuan Tu Constantine Lignos 32 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 22 185 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 33 221 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 16 8 0 11 Mar 2021
An empirical analysis of phrase-based and neural machine translation Hamidreza Ghader 29 1 0 04 Mar 2021
BERT-based knowledge extraction method of unstructured domain text Wang Zijia L. Ye Zhongkai Zhu 22 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 22 17 0 25 Feb 2021
ANEA: Distant Supervision for Low-Resource Named Entity Recognition Michael A. Hedderich Lukas Lange Dietrich Klakow 17 23 0 25 Feb 2021
Trajectory-Based Meta-Learning for Out-Of-Vocabulary Word Embedding Learning Gordon Buck Andreas Vlachos 26 1 0 24 Feb 2021
Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and Chinese Duc-Vu Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen 15 0 0 24 Feb 2021