A Survey on Recent Advances in Named Entity Recognition from Deep Learning models

25 October 2019

Vikas Yadav

Papers citing "A Survey on Recent Advances in Named Entity Recognition from Deep Learning models"

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Title
$MIMIC-\RNum{4}-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp for Risk Prediction$ MIMIC-\RNum{4}-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp for Risk Prediction Jie Wang Xing Niu Juyong Kim Jie Shen Tong Zhang Jeremy C Weiss 31 0 0 01 May 2025
A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhala Surangika Ranathunga Asanka Ranasinghea Janaka Shamala Ayodya Dandeniyaa Rashmi Galappaththia Malithi Samaraweeraa 76 0 0 03 Dec 2024
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning Abhinav Joshi Shounak Paul Akshat Sharma Pawan Goyal Saptarshi Ghosh Ashutosh Modi AILaw ELM 39 7 0 07 Jul 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 44 7 0 08 May 2024
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition Haris Riaz Razvan-Gabriel Dumitru Mihai Surdeanu MU 37 0 0 26 Mar 2024
Fine Tuning Named Entity Extraction Models for the Fantasy Domain Aravinth Sivaganeshan Nisansa de Silva 27 0 0 16 Feb 2024
Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui Jinjie Gu Jun Zhou Guannan Zhang 39 5 0 08 Dec 2023
Data Augmentations for Improved (Large) Language Model Generalization Amir Feder Yoav Wald Claudia Shi Suchi Saria David M. Blei OOD CML 32 7 0 19 Oct 2023
Leave no Place Behind: Improved Geolocation in Humanitarian Documents Enrico Belliardo Kyriaki Kalimeri Yelena Mejova 22 2 0 06 Sep 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition Li Xiong Jie Zhou Qunxi Zhu Xiao Wang Yuanbin Wu Qi Zhang Tao Gui Xuanjing Huang Jin Ma Yingchun Shan 24 3 0 21 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 58 64 0 10 May 2023
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot Contexts Milos Kosprdic Nikola Prodanović Adela Ljajić Bojana Bašaragin Nikola Milosevic MedIm 23 5 0 05 May 2023
Analyzing Vietnamese Legal Questions Using Deep Neural Networks with Biaffine Classifiers Nguyen Anh Tu Hoang Thi Thu Uyen Tu Minh Phuong Ngo Xuan Bach AILaw 26 1 0 27 Apr 2023
Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach Wenli Zhang Jiaheng Xie Zhuocheng Zhang Xiang Liu 29 9 0 06 Mar 2023
Data Augmentation for Neural NLP Domagoj Pluscec Jan Snajder 26 6 0 22 Feb 2023
Building Multilingual Corpora for a Complex Named Entity Recognition and Classification Hierarchy using Wikipedia and DBpedia Diego Alves Gaurish Thakkar Gabriel Amaral Tin Kuculo Marko Tadić 21 0 0 14 Dec 2022
Building and Evaluating Universal Named-Entity Recognition English corpus Diego Alves Gaurish Thakkar Marko Tadić 28 1 0 14 Dec 2022
#maskUp: Selective Attribute Encryption for Sensitive Vocalization for English language on Social Media Platforms Supriti Vijay Aman Priyanshu 36 0 0 16 Nov 2022
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Juan Pablo Zuluaga Karel Veselý Igor Szöke Alexander Blatt P. Motlícek ... Claudia Cevenini Pavel Kolcárek Allan Tart J. Černocký Dietrich Klakow 34 23 0 08 Nov 2022
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition Youcheng Huang Wenqiang Lei Jie Fu Jiancheng Lv 19 3 0 07 Nov 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 30 2 0 14 Oct 2022
Healthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities Bilal Abu-Salih Muhammad Al-Qurishi Mohammed Alweshah M. Al-Smadi Reem Alfayez Heba Saadeh 40 2 0 08 Jul 2022
Named Entity Recognition for Audio De-Identification Guillaume Baril P. Cardinal Alessandro Lameiras Koerich 24 3 0 26 Apr 2022
L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models Parth Patil Aparna Ranade Maithili Sabane Onkar Litake Raviraj Joshi 32 20 0 12 Apr 2022
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition Yuan Sui Fanyang Bu Ying Hu Wei Yan Li Zhang 41 9 0 12 Apr 2022
Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks Haoran Yang Piji Li Wai Lam 31 3 0 10 Apr 2022
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Amit Pandey Swayatta Daw Vikram Pudi 22 3 0 05 Apr 2022
Deep neural networks for fine-grained surveillance of overdose mortality Patrick J Ward A. Young S. Slavova Madison Liford Lara Daniels Ripley Lucas Ramakanth Kavuluru 11 3 0 25 Feb 2022
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 40 16 0 14 Dec 2021
Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval Zhongping Zhang Yiwen Gu Bryan A. Plummer 48 2 0 11 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 22 37 0 01 Dec 2021
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 63 108 0 23 Sep 2021
Sentence Structure and Word Relationship Modeling for Emphasis Selection Haoran Yang Wai Lam 18 0 0 29 Aug 2021
Extracting Semantics from Maintenance Records Sharad Dixit Varish Mulwad A. Saxena 21 3 0 11 Aug 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition Meihan Tong Shuai Wang Bin Xu Yixin Cao Minghui Liu Lei Hou Juan-Zi Li 33 51 0 29 Jun 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Spark NLP: Natural Language Understanding at Scale Veysel Kocaman D. Talby 45 66 0 26 Jan 2021
Costs to Consider in Adopting NLP for Your Business Made Nindyatama Nityasya Haryo Akbarianto Wibowo Radityo Eko Prasojo Alham Fikri Aji VLM 24 3 0 16 Dec 2020
An End-to-End Solution for Named Entity Recognition in eCommerce Search Xiang Cheng Mitchell Bowden Bhushan Ramesh Bhange Priyanka Goyal T. Packer F. Javed 24 19 0 11 Dec 2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 76 145 0 08 Dec 2020
Improving Clinical Document Understanding on COVID-19 Research with Spark NLP Veysel Kocaman D. Talby 16 10 0 07 Dec 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
Biomedical Named Entity Recognition at Scale Veysel Kocaman D. Talby 22 67 0 12 Nov 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 18 107 0 01 Nov 2020
Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention Linlin Hou Ji Zhang Ou Wu Ting Yu Zhen Wang Zhao Li Jianliang Gao Yingchun Ye Rujing Yao 22 33 0 26 Oct 2020
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation Laurel J. Orr Megan Leszczynski Simran Arora Sen Wu Neel Guha Xiao Ling Christopher Ré 143 48 0 20 Oct 2020
FarsTail: A Persian Natural Language Inference Dataset Hossein Amirkhani Mohammad AzariJafari Zohreh Pourjafari Soroush Faridan-Jahromi Zeinab Kouhkan Azadeh Amirak 19 30 0 18 Sep 2020
An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions Hodaya Binyamini Ron Bitton Masaki Inokuchi T. Yagyu Yuval Elovici A. Shabtai 21 11 0 10 Aug 2020
Named entity recognition in chemical patents using ensemble of contextual language models J. Copara Nona Naderi J. Knafou Patrick Ruch Douglas Teodoro 27 23 0 24 Jul 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 6 110 0 30 Apr 2020