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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
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 76 143 0 28 Feb 2022
A Generative Model for Relation Extraction and Classification Jian Ni Gaetano Rossiello A. Gliozzo Radu Florian 42 5 0 26 Feb 2022
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents Maria Leonor Pacheco Max von Hippel Ben Weintraub Dan Goldwasser Cristina Nita-Rotaru 69 32 0 18 Feb 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition Ngoc Minh Lai 41 3 0 13 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 102 553 0 02 Feb 2022
Automated Creation and Human-assisted Curation of Computable Scientific Models from Code and Text Varish Mulwad A. Crapo Vijay S. Kumar J. Jobin Alfredo Gabaldon Nurali Virani Sharad Dixit N. Joshi 28 0 0 28 Jan 2022
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages Silvia Severini Ayyoob Imani Philipp Dufter Hinrich Schütze 71 8 0 28 Jan 2022
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality Alexander Nesterov Dmitry Umerenkov MedIm 100 3 0 25 Jan 2022
The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization Ildikó Pilán Pierre Lison Lilja Ovrelid Anthia Papadopoulou David Sánchez Montserrat Batet AILaw 111 89 0 25 Jan 2022
Automatic Lexical Simplification for Turkish Ahmet Uluslu 27 2 0 15 Jan 2022
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents Ramon Pires Fábio Souza G. Rosa R. Lotufo Rodrigo Nogueira 72 4 0 14 Jan 2022
Writing Style Aware Document-level Event Extraction Zhuo Xu Yue Wang Lu Bai Lixin Cui 27 1 0 10 Jan 2022
An Ensemble Approach to Acronym Extraction using Transformers Prashant Sharma Hadeel Saadany Leonardo Zilio Diptesh Kanojia Constantin Oruasan 43 1 0 09 Jan 2022
HuSpaCy: an industrial-strength Hungarian natural language processing toolkit György Orosz Zsolt Szántó Péter Berkecz GergHo Szabó Richárd Farkas VLM 48 20 0 06 Jan 2022
Event-based clinical findings extraction from radiology reports with pre-trained language model Wilson Lau K. Lybarger Martin Gunn Meliha Yetisgen 59 8 0 27 Dec 2021
CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction Nithish Kannen Divyanshu Sheth Abhranil Chandra Shubhraneel Pal 50 1 0 25 Dec 2021
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation Chen Liang Chong Yang Jing Xu Juyang Huang Yongliang Wang Yang Dong 105 24 0 23 Dec 2021
An Inference Approach To Question Answering Over Knowledge Graphs Aayushee Gupta K. Annervaz Ambedkar Dukkipati Shubhashis Sengupta 27 0 0 21 Dec 2021
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 107 254 0 19 Dec 2021
Morpheme Boundary Detection & Grammatical Feature Prediction for Gujarati : Dataset & Model Jatayu Baxi Brijesh S. Bhatt 60 4 0 18 Dec 2021
Simple Questions Generate Named Entity Recognition Datasets Hyunjae Kim J. Yoo Seunghyun Yoon Jinhyuk Lee Jaewoo Kang 87 7 0 16 Dec 2021
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 93 67 0 16 Dec 2021
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 76 68 0 16 Dec 2021
Named entity recognition architecture combining contextual and global features T. Hanh A. Doucet Nicolas Sidère Jose G. Moreno Senja Pollak NAI 49 12 0 15 Dec 2021
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 95 16 0 14 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 97 54 0 13 Dec 2021
Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph Tong Zhu Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai N. Yuan Min Zhang 78 47 0 11 Dec 2021
Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations Jetsun Whitton Anthony Hunter LMTD 49 10 0 10 Dec 2021
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing Shilin Zhou Qingrong Xia Zhenghua Li Yu Zhang Yu Hong Min Zhang 49 9 0 06 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 126 38 0 01 Dec 2021
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama ViT 55 2 0 30 Nov 2021
Automated Drug-Related Information Extraction from French Clinical Documents: ReLyfe Approach Azzam Alwan Maayane Attias Larry Rubin A. E. Bakri 31 0 0 29 Nov 2021
Mapping Industry 4.0 Technologies: From Cyber-Physical Systems to Artificial Intelligence Benjamin Meindl J. Mendonça 65 3 0 28 Nov 2021
A novel knowledge graph development for industry design: A case study on indirect coal liquefaction process Zhenhua Wang Bei-ke Zhang Dong Gao 86 43 0 27 Nov 2021
Temporal Effects on Pre-trained Models for Language Processing Tasks Oshin Agarwal A. Nenkova VLM 102 57 0 24 Nov 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq Joty Luo Si KELM 128 18 0 22 Nov 2021
Capitalization and Punctuation Restoration: a Survey V. Pais D. Tufis 74 19 0 21 Nov 2021
Language bias in Visual Question Answering: A Survey and Taxonomy Desen Yuan 95 13 0 16 Nov 2021
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach Yizhi Liu Fangyu Lin Mohammadreza Ebrahimi Weifeng Li Hsinchun Chen 51 5 0 11 Nov 2021
Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results Ridewaan Hanslo 40 12 0 01 Nov 2021
Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure Bojian Hou Hao Zhang Gur Ladizhinsky Gur Ladizhinsky Stephen Yang Volodymyr Kuleshov Fei Wang Qian Yang 56 4 0 31 Oct 2021
A Sequence to Sequence Model for Extracting Multiple Product Name Entities from Dialog Praneeth Gubbala Xuan Zhang 38 1 0 28 Oct 2021
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text Lei Fang Jian-Guang Lou 59 4 0 26 Oct 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang Bo Zhang Rui Wang Junjie Cao Chen Li Zuyi Bao 97 33 0 19 Oct 2021
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Dong-Ho Lee Akshen Kadakia Kangmin Tan Mahak Agarwal Xinyu Feng Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren 127 87 0 16 Oct 2021
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition Zheng Yuan Chuanqi Tan Songfang Huang Fei Huang 159 49 0 14 Oct 2021
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Chenhui Shen Liying Cheng Ran Zhou Lidong Bing Yang You Luo Si 173 37 0 14 Oct 2021
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments Yu Zhang Qingrong Xia Shilin Zhou Yong Jiang Guohong Fu Min Zhang 110 29 0 13 Oct 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition Evgeniia Tokarchuk David Thulke Weiyue Wang Christian Dugast Hermann Ney 41 2 0 12 Oct 2021
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning Xinghua Zhang Yu Bowen Tingwen Liu Zhenyu Zhang Shuaiyi Nie Mengge Xue Hongbo Xu 63 22 0 09 Oct 2021