Rethinking Negative Sampling for Handling Missing Entity Annotations

26 August 2021

Papers citing "Rethinking Negative Sampling for Handling Missing Entity Annotations"

16 / 16 papers shown

Title
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 57 24 0 31 Dec 2020
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition Yangming Li Lemao Liu Shuming Shi 57 68 0 10 Dec 2020
Segmenting Natural Language Sentences via Lexical Unit Analysis Yangming Li Lemao Liu Shuming Shi 47 5 0 10 Dec 2020
Named Entity Recognition as Dependency Parsing Juntao Yu Bernd Bohnet Massimo Poesio 64 419 0 14 May 2020
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 77 129 0 06 Nov 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 75 637 0 25 Oct 2019
Named Entity Recognition with Partially Annotated Training Data Stephen D. Mayhew Snigdha Chaturvedi Chen-Tse Tsai Dan Roth 36 48 0 20 Sep 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 70 103 0 04 Jun 2019
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 51 334 0 22 Sep 2018
Learning Named Entity Tagger using Domain-Specific Dictionary Jingbo Shang Liyuan Liu Xiang Ren Xiaotao Gu Teng Ren Jiawei Han NoLa 57 211 0 10 Sep 2018
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Jason Alan Fries Sen Wu Alex Ratner Christopher Ré MedIm 72 95 0 20 Apr 2017
Automated Phrase Mining from Massive Text Corpora Jingbo Shang Jialu Liu Meng Jiang Xiang Ren Clare R. Voss Jiawei Han 50 309 0 15 Feb 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 219 2 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 90 2,651 0 04 Mar 2016
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 171 4,025 0 09 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014