Named Entity Recognition with Partially Annotated Training Data

20 September 2019

Papers citing "Named Entity Recognition with Partially Annotated Training Data"

20 / 20 papers shown

Title
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Kohei Tsuji Tatsuya Hiraoka Yuchang Cheng Tomoya Iwakura 80 2 0 10 Sep 2024
Better Sampling of Negatives for Distantly Supervised Named Entity Recognition Lu Xu Lidong Bing Wei Lu NoLa 78 3 0 22 May 2023
Partial Annotation Learning for Biomedical Entity Recognition Liangping Ding Giovanni Colavizza Zhixiong Zhang 33 2 0 22 May 2023
Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training Zhisong Zhang Emma Strubell Eduard H. Hovy 92 1 0 22 May 2023
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 75 51 0 30 Aug 2022
Named Entity Recognition for Partially Annotated Datasets Michael Strobl Amine Trabelsi Osmar Zaiane 31 1 0 19 Apr 2022
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning Kang Zhou Yuepei Li Qi Li 80 31 0 03 Mar 2022
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 65 22 0 09 Oct 2021
Improved Latent Tree Induction with Distant Supervision via Span Constraints Zhiyang Xu Andrew Drozdov Jay Yoon Lee Timothy J. O'Gorman Subendhu Rongali Dylan Finkbeiner S. Suresh Mohit Iyyer Andrew McCallum 72 9 0 10 Sep 2021
Rethinking Negative Sampling for Handling Missing Entity Annotations Yangming Li Lemao Liu Shuming Shi 101 14 0 26 Aug 2021
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss Thomas Effland Michael Collins 39 9 0 16 Aug 2021
Learning from Noisy Labels for Entity-Centric Information Extraction Wenxuan Zhou Muhao Chen NoLa 66 65 0 17 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 190 34 0 17 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
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 368 301 0 23 Oct 2020
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages Michael A. Hedderich David Ifeoluwa Adelani D. Zhu Jesujoba Oluwadara Alabi Udia Markus Dietrich Klakow 92 74 0 07 Oct 2020
Building Low-Resource NER Models Using Non-Speaker Annotation Tatiana Tsygankova F. Marini Stephen D. Mayhew Dan Roth 79 6 0 17 Jun 2020
Foreseeing the Benefits of Incidental Supervision Hangfeng He Mingyuan Zhang Qiang Ning Dan Roth 70 11 0 09 Jun 2020
An Imitation Game for Learning Semantic Parsers from User Interaction Ziyu Yao Yiqi Tang Wen-tau Yih Huan Sun Yu-Chuan Su 94 35 0 02 May 2020
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá David Ifeoluwa Adelani Michael A. Hedderich D. Zhu Esther van den Berg Dietrich Klakow 68 12 0 18 Mar 2020