Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition

10 December 2020

Papers citing "Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition"

14 / 14 papers shown

Title
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition Haris Riaz Razvan-Gabriel Dumitru Mihai Surdeanu MU 39 0 0 26 Mar 2024
Rethinking Negative Instances for Generative Named Entity Recognition Yuyang Ding Juntao Li Pinzheng Wang Zecheng Tang Bowen Yan Min Zhang 50 10 0 26 Feb 2024
Filtered Semi-Markov CRF Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 54 0 0 29 Nov 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng 18 4 0 16 Jun 2023
A Unified One-Step Solution for Aspect Sentiment Quad Prediction Junxian Zhou Haiqin Yang Yuxuan He Hao Mou Junbo Yang 34 11 0 07 Jun 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition Shuzheng Si Zefan Cai Shuang Zeng Guoqiang Feng Jiaxing Lin Baobao Chang 37 5 0 06 May 2023
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble Xiaoye Qu Jun Zeng Daizong Liu Zhefeng Wang Baoxing Huai Pan Zhou 43 22 0 13 Dec 2022
Recognizing Nested Entities from Flat Supervision: A New NER Subtask, Feasibility and Challenges Enwei Zhu Yiyang Liu Ming Jin Jinpeng Li 50 1 0 01 Nov 2022
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER Ruotian Ma Xuanting Chen Lin Zhang Xin Zhou Junzhe Wang Tao Gui Qi Zhang Xiang Gao Yunwen Chen 54 8 0 10 Oct 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER Shuzheng Si Shuang Zeng Jiaxing Lin Baobao Chang RALM 50 12 0 04 Sep 2022
Searching for Optimal Subword Tokenization in Cross-domain NER Ruotian Ma Yiding Tan Xin Zhou Xuanting Chen Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang OOD 64 14 0 07 Jun 2022
What do we Really Know about State of the Art NER? Sowmya Vajjala Ramya Balasubramaniam 27 15 0 29 Apr 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 16 22 0 09 Oct 2021
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis Haisong Zhang Lemao Liu Haiyun Jiang Yangming Li Enbo Zhao ... Tao Yang Dong Yu Feng Zhang Zhanhui Kang Shuming Shi 40 24 0 31 Dec 2020