NER Dataset Paper List

2021

ACL 2021: Few-NERD: A Few-Shot Named Entity Recognition Dataset

Authors: Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu

Institutions: Tsinghua University

IEEE 2021: Compressor Fault Diagnosis Knowledge: A Benchmark Dataset for Knowledge Extraction From Maintenance Log Sheets Based on Sequence Labeling

Authors: Tao Chen, Jiang Zhu, Zhiqiang Zeng, Xudong Jia

Institutions: Wuyi University, California State University

AfricalNLP 2021: MasakhaNER: Named Entity Recognition for African Languages

Authors: David Ifeoluwa Adelani, etc.

Institutions: Saarland University, Carnegie Mellon University, etc.

JAIDM 2021: ParsNER-Social: A Corpus for Named Entity Recognition in Persian Social Media Texts

Authors: Majid Asgari-Bidhendi, Behrooz Janfada, Omid Reza Roshani Talab, Behrouz Minaei-Bidgoli

Institutions: Iran University of Science and Technology

2020

arXiv 2020: A Semantically Enriched Dataset based on Biomedical NER for the COVID19 Open Research Dataset Challenge

Authors: Hermann Kroll, Jan Pirklbauer, Johannes Ruthmann, Wolf-Tilo Balke

Institutions: TU Braunschweig

arXiv 2020: CLUENER2020: FINE-GRAINED NAMED ENTITY RECOGNITION DATASET AND BENCHMARK FOR CHINESE

Authors: Liang Xu, Yu tong, Qianqian Dong, Yixuan Liao, Cong Yu, Yin Tian, Weitang Liu, Lu Li, Caiquan Liu, Xuanwei Zhang

Institutions: CLUE Organization

LREC 2020: Creating a Dataset for Named Entity Recognition in the Archaeology Domain

Authors: Alex Brandsen, Suzan Verberne, Milco Wansleeben, Karsten Lambers

Institutions: Leiden University

LREC 2020: A Dataset of German Legal Documents for Named Entity Recognition

Authors: Elena Leitner, Georg Rehm, Julian Moreno-Schneider

Institutions: DFKI GmbH

AACL 2020: Towards a Standardized Dataset on Indonesian Named Entity Recognition

Authors: Siti Oryza Khairunnisa, Aizhan Imankulova, Mamoru Komachi

Institutions: Tokyo Metropolitan University

IEEE 2020: Developing Name Entity Recognition for Structured and Unstructured Text Formatting Dataset

Authors: Nadhia Salsabila Azzahra, Muhammad Okky Ibrohim, Junaedi Fahmi, Bagus Fajar Apriyanto, Oskar Riandi

Institutions: Telkom University, Universitas Indonesia, PT. Bahasa Kinerja Utama

arXiv 2020: Development of a Dataset and a Deep Learning Baseline Named Entity Recognizer for Three Low Resource Languages: Bhojpuri, Maithili and Magahi

Authors: Rajesh Kumar Mundotiya, Shantanu Kumar, Ajeet kumar, Umesh Chandra Chaudhary, Supriya Chauhan, Swasti Mishra, Praveen Gatla, Anil Kumar Singh

Institutions: IIT (BHU), Banaras Hindu University, Cognizant

LREC 2020: SiNER: A Large Dataset for Sindhi Named Entity Recognition

Authors: Wazir Ali, Junyu Lu, Zenglin Xu

Institutions: University of Electronic Science and Technology of China

EMNLP 2020: XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation

Authors: Yaobo Liang, etc.

Institutions: Microsoft

arXiv 2020: Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision

Authors: Xuan Wang, Xiangchen Song, Bangzheng Li, Yingjun Guan, Jiawei Han

Institutions: University of Illinois at Urbana-Champaign

Data 2020: An Arabic Dataset for Disease Named Entity Recognition with Multi-Annotation Schemes

Authors: Nasser Alshammari, Saad Alanazi

Institutions: Jouf University

COLING 2020: IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP

Authors: Fajri Koto, Afshin Rahimi, Jey Han Lau, Timothy Baldwin

Institutions: The University of Melbourne, The University of Queensland

2019

ACL 2019: NNE: A Dataset for Nested Named Entity Recognition in English Newswire

Authors: Nicky Ringland, Xiang Dai, Ben Hachey, Sarvnaz Karimi, Cecile Paris, James R. Curran

Institutions: University of Sydney, CSIRO Data61, Digital Health CRC

CoNLL 2019: BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature

Authors: Sajawel Ahmed, Manuel Stoeckel, Christine Driller, Adrian Pachzelt, Alexander Mehler

Institutions: Goethe University Frankfurt, Senckenberg Nature Research Society, Frankfurt University Library

arXiv 2019: A Tweet Dataset Annotated for Named Entity Recognition and Stance Detection

Authors: Dilek Küçük, Fazli Can

Institutions: TUBITAK Energy Institute, Bilkent University

2018

LREC 2018: BiLSTM-CRF for Persian Named-Entity Recognition

Authors: Hanieh Poostchi, Ehsan Zare Borzeshi, Massimo Piccardi

Institutions: University of Technology Sydney

2017

IEEE 2017: Modified DBpedia Entities Expansion for Tagging Automatically NER Dataset

Authors: Ika Alfina, Septiviana Savitri, Mohamad Ivan Fanany

Institutions: Faculty of Computer Science Universitas Indonesia

arXiv 2017: A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text

Authors: Jingjing Xu, Ji Wen, Xu Sun, Qi Su

Institutions: PeKing University