Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2012.05426
Cited By
v1
v2
v3
v4
v5 (latest)
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition
International Conference on Learning Representations (ICLR), 2020
10 December 2020
Yangming Li
Lemao Liu
Shuming Shi
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition"
37 / 37 papers shown
Towards DS-NER: Unveiling and Addressing Latent Noise in Distant Annotations
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025
Yuyang Ding
Dan Qiao
Jilong Li
Jiajie Xu
Pingfu Chao
Xiaofang Zhou
Min Zhang
332
1
0
18 May 2025
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Qi Zhang
Huitong Pan
Zhijia Chen
Longin Jan Latecki
Cornelia Caragea
Eduard Constantin Dragut
348
1
0
06 Apr 2025
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels
Zixia Jia
Junpeng Li
Shichuan Zhang
Hoang Trung-Dung
Zilong Zheng
212
5
0
24 Jun 2024
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition
Haris Riaz
Razvan-Gabriel Dumitru
Mihai Surdeanu
MU
536
0
0
26 Mar 2024
Cross-lingual Contextualized Phrase Retrieval
Huayang Li
Deng Cai
Zhi Qu
Qu Cui
Hidetaka Kamigaito
Lemao Liu
Taro Watanabe
191
1
0
25 Mar 2024
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction
Yifan Ding
Michael Yankoski
Tim Weninger
342
3
0
18 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications
Zhen Yang
Ming Ding
Tinglin Huang
Yukuo Cen
Junshuai Song
Bin Xu
Yuxiao Dong
Jie Tang
357
40
0
27 Feb 2024
Rethinking Negative Instances for Generative Named Entity Recognition
Yuyang Ding
Juntao Li
Pinzheng Wang
Zecheng Tang
Bowen Yan
Min Zhang
374
26
0
26 Feb 2024
Filtered Semi-Markov CRF
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Urchade Zaratiana
Nadi Tomeh
Niama El Khbir
Pierre Holat
Thierry Charnois
315
1
0
29 Nov 2023
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Urchade Zaratiana
Nadi Tomeh
Pierre Holat
Thierry Charnois
206
120
0
14 Nov 2023
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shuzheng Si
Helan Hu
Haozhe Zhao
Shuang Zeng
Kaikai An
Zefan Cai
Baobao Chang
NoLa
428
5
0
14 Nov 2023
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shuhui Wu
Yongliang Shen
Zeqi Tan
Wenqi Ren
Jietian Guo
Shiliang Pu
Weiming Lu
281
9
0
12 Oct 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Qingyu Tan
Lu Xu
Lidong Bing
Hwee Tou Ng
375
6
0
16 Jun 2023
A Unified One-Step Solution for Aspect Sentiment Quad Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Junxian Zhou
Haiqin Yang
Yuxuan He
Hao Mou
Junbo Yang
235
20
0
07 Jun 2023
Better Sampling of Negatives for Distantly Supervised Named Entity Recognition
Lu Xu
Lidong Bing
Wei Lu
NoLa
295
3
0
22 May 2023
Partial Annotation Learning for Biomedical Entity Recognition
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Liangping Ding
Giovanni Colavizza
Zhixiong Zhang
223
2
0
22 May 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shuzheng Si
Zefan Cai
Shuang Zeng
Guoqiang Feng
Jiaxing Lin
Baobao Chang
316
7
0
06 May 2023
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Jiannan Guo
Stanley Kok
Lidong Bing
326
11
0
03 Apr 2023
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-grained Student Ensemble
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xiaoye Qu
Jun Zeng
Daizong Liu
Zhefeng Wang
Baoxing Huai
Pan Zhou
236
28
0
13 Dec 2022
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation
Biyang Guo
Yeyun Gong
Yelong Shen
Songqiao Han
Hailiang Huang
Nan Duan
Weizhu Chen
VLM
230
24
0
18 Nov 2022
Recognizing Nested Entities from Flat Supervision: A New NER Subtask, Feasibility and Challenges
Enwei Zhu
Yiyang Liu
Ming Jin
Jinpeng Li
340
2
0
01 Nov 2022
Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ruotian Ma
Xuanting Chen
Lin Zhang
Xin Zhou
Junzhe Wang
Tao Gui
Tao Gui
Yantao Du
Yunwen Chen
261
18
0
10 Oct 2022
Deep Span Representations for Named Entity Recognition
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Enwei Zhu
Yiyang Liu
Jinpeng Li
421
20
0
09 Oct 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER
International Conference on Computational Linguistics (COLING), 2022
Shuzheng Si
Shuang Zeng
Jiaxing Lin
Baobao Chang
RALM
358
16
0
04 Sep 2022
Searching for Optimal Subword Tokenization in Cross-domain NER
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Ruotian Ma
Yiding Tan
Xin Zhou
Xuanting Chen
Di Liang
Sirui Wang
Wei Wu
Tao Gui
Tao Gui
OOD
310
28
0
07 Jun 2022
Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qingyu Tan
Lu Xu
Lidong Bing
Hwee Tou Ng
Sharifah Mahani Aljunied
386
113
0
25 May 2022
Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations
Liyan Xu
Jinho Choi
214
4
0
21 May 2022
What do we Really Know about State of the Art NER?
International Conference on Language Resources and Evaluation (LREC), 2022
Sowmya Vajjala
Ramya Balasubramaniam
303
21
0
29 Apr 2022
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Xinghua Zhang
Yu Bowen
Tingwen Liu
Zhenyu Zhang
Shuaiyi Nie
Mengge Xue
Hongbo Xu
285
24
0
09 Oct 2021
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations
Hongtao Ruan
Liying Zheng
Peixian Hu
238
0
0
11 Sep 2021
Rethinking Negative Sampling for Handling Missing Entity Annotations
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yangming Li
Lemao Liu
Shuming Shi
289
14
0
26 Aug 2021
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss
Thomas Effland
Michael Collins
277
9
0
16 Aug 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Libo Qin
Fuxuan Wei
Tianbao Xie
Xiao Xu
Wanxiang Che
Ting Liu
282
103
0
03 Jun 2021
Neural Sequence Segmentation as Determining the Leftmost Segments
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Yangming Li
Lemao Liu
Kaisheng Yao
177
5
0
15 Apr 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
256
24
0
31 Dec 2020
Segmenting Natural Language Sentences via Lexical Unit Analysis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yangming Li
Lemao Liu
Shuming Shi
419
5
0
10 Dec 2020
Hierarchical Contextualized Representation for Named Entity Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2019
Ying Luo
Fengshun Xiao
Zhao Hai
351
138
0
06 Nov 2019
1
Page 1 of 1
